Grounding Synthetic Data Generation With Vision and Language Models
Paper • 2603.09625 • Published
image image | mask image | filename string | split string | Tree int32 | Shrub int32 | Grass int32 | Crop int32 | Built-up int32 | Barren int32 | Water int32 | hybrid_gemma3-4b string | hybrid_qwen3-vl-8b string | text_qwen3-4b string | vision_gemma3-4b string | vision_qwen3-vl-8b string |
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N36E025_000_001.png | train | 14 | 38 | 40 | 0 | 1 | 2 | 5 | The image depicts a hilly landscape dominated by extensive grasslands (40%) interspersed with scattered shrubbery (38%) and a small area of built-up development (1%). A narrow stream and a small body of water (5%) are present along the lower slopes, while a limited amount of trees (14%) and barren land (2%) are also vi... | The scene depicts a predominantly vegetated landscape with shrubs and grass dominating the terrain, interspersed with tree cover, while a small built-up area and a narrow coastal water body are visible along the edge. | The scene is dominated by grassland (40%) and shrubland (38%), indicating a mixed natural vegetation cover with grasses as the most prevalent land use. Built-up areas are minimal, suggesting a sparsely developed landscape. | The image depicts a rugged, mountainous terrain with scattered settlements and agricultural fields along a valley floor, adjacent to a coastal area. A narrow road winds through the landscape, connecting the developed areas to the higher elevations. | A coastal settlement nestled in a mountainous region, featuring a dense cluster of buildings and roads along the shoreline, with rugged, forested terrain dominating the surrounding landscape. | ||
N36E025_000_003.png | train | 3 | 13 | 23 | 0 | 3 | 1 | 57 | The image depicts a coastal area dominated by water (57%), with a narrow strip of land exhibiting a mix of grass (23%), shrub (13%), and sparse tree cover (3%). A small area of built-up development (3%) is present along the shoreline, interspersed with barren land (1%). | The scene depicts a coastal area where water dominates nearly 57% of the view, bordered by a narrow strip of built-up land and mixed vegetation. The inland region is primarily covered by grass (23%) and shrubs (13%), with sparse tree cover (3%) and small barren patches (1%), suggesting a semi-arid or Mediterranean land... | The scene is dominated by water, covering 57% of the area, indicating a landscape primarily composed of aquatic features such as lakes, rivers, or wetlands. Minimal land cover is observed in vegetation and built-up areas, suggesting a largely water-covered environment with sparse surrounding vegetation. | A coastal area features a developed settlement with roads and buildings adjacent to a dark blue sea, interspersed with patches of vegetated land. The terrain appears to be hilly and rocky, with a distinct shoreline. | A coastal settlement with dense urban development along the shoreline, surrounded by patchwork agricultural fields and rugged, forested terrain extending inland. | ||
N36E025_000_005.png | train | 0 | 1 | 14 | 0 | 2 | 1 | 82 | The image depicts a small island dominated by a large expanse of water, with a small amount of built-up areas and sparse vegetation along its coastline. The island’s interior is primarily barren land, with a small percentage covered in grass and shrubbery. | The scene depicts a coastal peninsula dominated by water (82%), with a small, clustered built-up area along the shoreline and sparse vegetation (grass and shrub) on the landmass. Barren land covers a minor portion, indicating a largely arid or rocky coastal environment. | The scene is predominantly water, covering 82% of the area, with minor patches of grass and shrubs. This indicates a wetland or coastal environment with limited terrestrial land use. | A small, rocky island is densely populated with buildings and roads, situated adjacent to a dark blue sea. A narrow coastal strip extends southward from the island’s base. | A coastal settlement with dense urban development clings to a rugged peninsula, surrounded by deep blue ocean waters and bordered by a narrow strip of arid land to the south. | ||
N36E025_000_007.png | train | 2 | 30 | 43 | 1 | 4 | 2 | 18 | The image depicts a landscape dominated by grassland (43%) interspersed with scattered shrubbery (30%) and a small area of cultivated crops (1%), alongside a network of roads and a limited amount of built-up areas (4%). A significant portion of the area is characterized by water (18%) along the coastline, with some bar... | The scene depicts a coastal landscape dominated by shrublands and grasslands, with scattered built-up areas along the shoreline and inland, and a significant body of water forming the western boundary. Sparse tree cover and small crop patches are interspersed throughout the terrain, while barren areas appear as patches... | The scene is dominated by grassland, covering 43% of the area, with significant shrub coverage at 30%. This suggests a mixed landscape primarily composed of open grassy areas with scattered shrubs, likely a natural or semi-natural ecosystem with limited agricultural or urban development. | The landscape consists primarily of developed areas with buildings and roads interspersed with sparse vegetation and rocky terrain, adjacent to a coastline. A small bay and a narrow strip of beach are visible along the lower edge of the image. | A coastal settlement with scattered buildings and winding roads nestled along a rugged shoreline, surrounded by terraced, arid hillsides indicative of agricultural land use. | ||
N36E025_000_008.png | train | 4 | 41 | 49 | 1 | 2 | 1 | 2 | The image depicts a hilly landscape dominated by extensive grasslands (49%) interspersed with scattered shrubbery (41%) and a small area of cultivated crops (1%). A network of roads and a limited amount of built-up areas (2%) traverse the terrain, alongside a small amount of water (2%) and barren land (1%), with a mini... | The scene depicts a predominantly shrub-dominated landscape (41%) interspersed with extensive grasslands (49%), with scattered built-up areas and small patches of water along the coast. A winding road and sparse settlements suggest a rural, possibly semi-arid or mountainous region with limited intensive agriculture. | The scene is dominated by grass (49%), indicating a large area of open, natural vegetation, with shrubs (41%) and grass forming the primary land cover. A small portion is built-up (2%) and water (2%), suggesting limited urban development and minimal water bodies. | The landscape is dominated by rugged, brown terrain interspersed with small, clustered settlements and a network of winding roads. A coastal area is visible in the lower right corner, suggesting a transition to a potentially more developed shoreline. | A coastal region with terraced, cultivated slopes and scattered settlements along winding roads, bordered by a distinct coastline with a small bay. | ||
N36E025_000_009.png | train | 2 | 9 | 37 | 3 | 2 | 1 | 46 | The image depicts a coastal landscape dominated by a large expanse of water (46%), interspersed with extensive areas of grass (37%) and scattered patches of shrub (9%) and built-up areas (2%). A small amount of crop (3%) and barren land (1%) is also visible, alongside a limited presence of trees (2%). | The scene depicts a coastal landscape dominated by water (46%) along the right edge, with a mix of agricultural fields (37% grass, 3% crop) and scattered built-up areas (2%) inland, interspersed with shrubland (9%) and tree cover (2%). | The scene is dominated by water, covering 46% of the area, with grass as the second most prevalent land cover at 37%. This suggests a landscape primarily characterized by wetlands, lakes, or rivers, with significant open grassy areas. | The image depicts a coastal area with a mix of agricultural land, residential development, and scattered buildings along a shoreline adjacent to a dark blue sea. A network of roads and small patches of forest are interspersed throughout the landscape. | A coastal region with patchwork agricultural fields and scattered settlements along a curving shoreline, bordered by dark ocean waters. | ||
N36E025_000_010.png | train | 0 | 0 | 9 | 2 | 1 | 0 | 88 | The image depicts a coastal area dominated by a large expanse of water (88%), with a small strip of land featuring primarily grass (9%) and a minimal amount of built-up areas (1%) and crops (2%). | The scene shows a narrow coastal strip with sparse built-up areas and small patches of crop and grassland, dominated by a vast expanse of water covering nearly 90% of the image. | The scene is predominantly water, covering 88% of the area, with minimal grass, crop, and built-up land. It appears to be a large water body, such as a lake or reservoir, with very limited terrestrial coverage. | The image depicts a coastal area with a peninsula characterized by sparse vegetation and scattered settlements, adjacent to a dark blue ocean. A rocky coastline extends into the sea, suggesting a potentially rugged terrain. | A coastal region with patchwork agricultural fields and scattered settlements along a rugged shoreline, bordered by deep blue ocean waters. | ||
N36E025_000_018.png | train | 2 | 4 | 47 | 9 | 10 | 3 | 25 | The image depicts a coastal area dominated by extensive grassland (47%) and interspersed with a moderate amount of built-up areas (10%) and barren land (3%), alongside a significant stretch of water (25%). A narrow strip of beach and vegetation, including shrubs (4%) and a small amount of trees (2%), borders the coastl... | The scene shows a coastal area where water dominates the left side, transitioning to a mix of built-up zones, croplands, and grasslands inland, with sparse shrub and tree cover. The dominant land use is grass (47%), followed by built-up (10%) and water (25%), indicating a semi-arid agricultural and urban fringe environ... | The scene is dominated by grassland (47%), indicating a large area of open, vegetated land, with significant water coverage (25%) and notable built-up areas (10%). This suggests a landscape with extensive natural vegetation and wetlands, interspersed with some human development. | A coastal area features a sandy beach and a small town alongside a blue sea, surrounded by arid, reddish-brown terrain and scattered buildings. A network of roads connects the settlement to the surrounding landscape. | A coastal settlement with dense urban development along a turquoise shoreline, bordered by agricultural fields and patches of green vegetation inland. | ||
N36E025_000_019.png | train | 8 | 11 | 60 | 20 | 1 | 0 | 0 | The image depicts a landscape dominated by extensive grassland (60%) interspersed with cultivated crops (20%) and scattered patches of shrubs (11%). A thin network of roads and a small area of built-up land (1%) are present, with a limited amount of tree cover (8%) visible along the waterways. | The scene is dominated by extensive grasslands (60%) interspersed with large, geometric crop fields (20%), forming a patchwork agricultural landscape. Smaller areas of shrubland (11%) and scattered trees (8%) are visible, with minimal built-up areas (1%) indicating low urbanization. | The scene is dominated by grass (60%), indicating a large area of open pasture or natural grassland, with significant crop coverage (20%) suggesting agricultural activity. Built-up areas are minimal, and vegetation types like trees and shrubs are sparse. | The image depicts a landscape characterized by extensive agricultural fields interspersed with rugged, reddish-brown terrain and a linear road network. A narrow, vegetated valley cuts through the otherwise arid and sparsely vegetated area. | A patchwork of agricultural fields in varying shades of brown and green, interspersed with dark linear waterways and a prominent diagonal road, suggests a rural landscape with active farming and irrigation. | ||
N36E025_000_022.png | train | 15 | 43 | 37 | 0 | 5 | 0 | 0 | The image depicts a landscape dominated by grasses (37%) and shrubs (43%), with a significant presence of trees (15%). A meandering river channel cuts through the terrain, flanked by a small area of built-up land (5%), suggesting a localized area of human activity along the waterway. | The scene depicts a predominantly shrub-dominated landscape (43%) interspersed with grasslands (37%) and patches of trees (15%), with a small fraction (5%) of built-up areas, suggesting a semi-arid or dryland environment with limited human development. A winding linear feature, likely a river or road, cuts through the ... | The scene is dominated by shrub cover, accounting for 43% of the land use, with significant grassland (37%) and a small amount of built-up areas (5%). Trees are present in minor proportion (15%). | The image depicts a dry, arid landscape with a meandering river channel cutting through reddish-brown terrain, supporting a small settlement along its banks. Sparse vegetation and scattered patches of cultivated land are visible amidst the predominantly barren ground. | A dry, arid landscape with a winding riverbed cutting through rugged, sparsely vegetated terrain, featuring scattered patches of darker soil and faint linear features suggesting human activity or erosion patterns. | ||
N36E025_000_023.png | train | 12 | 35 | 45 | 1 | 7 | 0 | 0 | The image depicts a landscape dominated by grass (45%) and shrub (35%), interspersed with areas of exposed earth and disturbed terrain, likely associated with mining or quarrying activities. A small amount of built-up area (7%) and scattered trees (12%) are present, with a minimal amount of crop (1%) visible within the... | The scene depicts a predominantly grass-covered landscape with scattered shrubs, interspersed with patches of tree cover and small built-up areas, suggesting a semi-arid or rural environment with limited agricultural development. | The scene is dominated by grassland (45%), with significant coverage of shrubs (35%), indicating a mix of natural vegetation and sparse shrubland. Built-up areas and crops are minimal, suggesting a primarily natural or pasture-based landscape. | The image depicts a heavily disturbed landscape with extensive mining operations and associated tailings piles, situated within a rugged, arid terrain characterized by steep slopes and exposed rock formations. A network of roads and tracks indicates human activity within this extractive environment. | This satellite image reveals a rugged, arid landscape with patchy vegetation and scattered human settlements, likely indicating sparse agricultural or pastoral land use in a semi-desert or mountainous region. | ||
N36E025_000_024.png | train | 28 | 22 | 49 | 0 | 1 | 0 | 0 | The image depicts a landscape dominated by extensive grasslands (49%) interspersed with scattered trees (28%) and shrubs (22%), with a small built-up area (1%) located near a winding road and a prominent drainage channel. The terrain appears hilly and rocky, suggesting a semi-arid environment. | The scene depicts a predominantly grass-covered landscape (49%) interspersed with patches of shrub (22%) and tree cover (28%), suggesting a semi-arid or savanna-like environment, with a small, isolated built-up area (1%) indicating minimal human development. | The scene is predominantly grassland, with significant coverage of grass (49%), indicating open, natural vegetation dominated by grasses. A smaller portion is covered by trees and shrubs, with minimal built-up areas. | The landscape exhibits arid terrain with scattered vegetation and a network of roads, suggesting agricultural or settlement activity alongside extensive rocky hills and canyons. A small, light-colored area likely represents a building or structure within a predominantly brown and reddish-brown environment. | A rugged, arid landscape with patchy vegetation and scattered settlements, featuring a winding river or dry riverbed cutting through the terrain and a small cluster of buildings nestled in a valley. | ||
N36E025_000_025.png | train | 37 | 37 | 26 | 0 | 0 | 0 | 0 | The image depicts a rugged, rocky landscape dominated by a mix of trees (37%), shrubs (37%), and grasses (26%). The terrain appears to be characterized by steep slopes and exposed rock formations, suggesting a relatively dry and sparsely vegetated environment. | The scene depicts a rugged, rocky terrain with a patchwork of vegetation, where tree and shrub cover dominate nearly 74% of the area, interspersed with grassy patches, suggesting a semi-arid or mountainous landscape with resilient, dense vegetation clinging to uneven slopes. | The scene is dominated by trees and shrubs, indicating a mixed woodland or shrubland landscape with significant vegetation cover. Grass covers a smaller portion, suggesting it is not the primary land use. | The image depicts a rugged, rocky terrain with extensive exposed bedrock and sparse vegetation, suggesting a largely undeveloped and potentially arid or semi-arid landscape. Distinctive ridges and valleys define the topography of the area. | A rugged, mountainous terrain with exposed rock faces and sparse vegetation, characterized by steep slopes and a complex topography indicative of a highland or upland region. | ||
N36E025_000_026.png | train | 4 | 3 | 22 | 1 | 1 | 1 | 68 | The image depicts a coastal area dominated by a large body of water (68%), with a significant expanse of grass (22%) and barren land interspersed with a small area of built-up settlements and a narrow strip of crops. A winding road cuts through the landscape, connecting the settlements to the shoreline. | The scene depicts a coastal area where water dominates nearly 70% of the view, with a narrow strip of mixed land use—primarily grass and sparse vegetation—along the shore, transitioning to a small built-up zone and agricultural patches inland. | The scene is predominantly water, covering 68% of the area, with grass making up the next largest land cover. Most of the land is water, indicating a water-dominated landscape. | A coastal area features a road connecting a cluster of settlements to a small harbor, surrounded by agricultural land and a rocky shoreline adjacent to the dark blue sea. The landscape appears arid and predominantly consists of cultivated fields and sparse vegetation. | A coastal region with patchwork agricultural fields and scattered settlements along a curving shoreline, bordered by deep blue ocean waters. | ||
N36E025_001_000.png | train | 4 | 24 | 31 | 0 | 0 | 3 | 38 | The image depicts a mountainous coastal region dominated by a large expanse of water (38%), with significant areas of barren land (3%) and grassy areas (31%) interspersed among the slopes. Sparse vegetation, primarily shrubs (24%) and a small amount of trees (4%), is concentrated along the higher elevations and coastal... | The scene depicts a coastal region where water dominates the perimeter (38%), while inland areas are primarily covered by grass (31%) and shrub (24%), with sparse tree cover (4%) and barren land (3%) scattered across the terrain. | The scene is dominated by water, covering 38% of the area, indicating a landscape with significant aquatic features such as lakes, rivers, or wetlands. Grass covers the next largest portion at 31%, suggesting open, vegetated areas that may support pasture or natural grasslands. | The image depicts a rugged, arid mountainous landscape with extensive brown, possibly rocky, terrain transitioning to a coastal area with a sandy beach. A small, light-colored structure is visible along the shoreline. | A coastal city sprawls along a rugged, arid peninsula, with dense urban development concentrated near the sea and sparse, terraced agriculture on the steep slopes, bordered by deep blue waters and a distinct offshore island. | ||
N36E025_001_001.png | train | 4 | 6 | 20 | 1 | 3 | 2 | 64 | The image depicts a coastal area dominated by a large expanse of water (64%), with a narrow strip of built-up areas (3%) and sparse vegetation consisting of grass (20%), shrubs (6%), and a few trees (4%) along the shoreline and adjacent rocky outcrops. The remaining land is largely barren (2%) and includes a small area... | The scene is dominated by a vast expanse of water (64%), with a narrow coastal strip featuring sparse built-up areas (3%), patches of grass (20%), and small pockets of shrub and tree cover (10%), indicating a largely aquatic environment with limited terrestrial development. | The scene is predominantly water-covered, covering 64% of the area, with grass making up the next largest land use at 20%. The majority of the landscape appears to be a water body, with minimal terrestrial vegetation and built-up areas. | The image depicts a coastline with developed residential areas and agricultural fields adjacent to a dark blue sea, punctuated by rocky headlands and inlets. A narrow strip of sandy beach borders the developed area along the shoreline. | A coastal region with a mix of urban development and agricultural land adjacent to a deep blue sea, featuring a prominent peninsula jutting into the water. | ||
N36E025_001_002.png | train | 6 | 24 | 47 | 0 | 3 | 2 | 18 | The image depicts a hilly landscape dominated by grass (47%) and shrub (24%), interspersed with a network of roads and a scattered pattern of built-up areas (3%). A significant portion of the area is also characterized by water (18%) and smaller patches of barren land (2%) and trees (6%). | The scene depicts a coastal settlement nestled along a rugged shoreline, where built-up areas (3%) are interspersed with extensive grasslands (47%) and shrublands (24%), with water (18%) forming a prominent boundary. The landscape is dominated by natural vegetation, with sparse human development concentrated near the c... | The scene is dominated by grassland, covering 47% of the area, with significant coverage of shrubs and water bodies, indicating a mix of natural vegetation and open landscapes with limited built-up areas. | The image depicts a hilly coastal area with a mix of residential development, agricultural fields, and a network of roads. A dark coastline and a small body of water are visible along the lower edge of the frame. | A coastal settlement with clustered buildings and winding roads hugs a rugged shoreline, set against a backdrop of arid, hilly terrain with sparse vegetation. | ||
N36E025_001_005.png | train | 0 | 1 | 12 | 0 | 0 | 1 | 86 | The image depicts a coastal archipelago dominated by a large expanse of water (86%), with scattered patches of barren land (1%) and sparse grass (12%) interspersed among the islands. A small amount of shrub cover (1%) is visible along the edges of the islands. | The scene depicts a small, arid island surrounded by deep water, with its land cover dominated by water (86%) and sparse, dry vegetation (grass at 12%, shrub and barren at 1% each), indicating a largely barren, low-productivity coastal environment. | The scene is predominantly water, covering 86% of the area, with minimal vegetation such as grass and shrubs. This indicates a wetland or aquatic environment with very limited terrestrial land use. | The image depicts a group of small, sandy islands surrounded by a dark blue ocean, likely coastal environments with limited vegetation. The islands appear to be primarily composed of sandy or rocky terrain. | A small, arid island with sparse vegetation and a distinct coastal fringe, surrounded by deep ocean waters and a few nearby islets. | ||
N36E025_001_020.png | train | 16 | 33 | 48 | 1 | 1 | 0 | 1 | The image depicts a landscape dominated by grass (48%) and shrub (33%), interspersed with scattered trees (16%), and a small area of built-up land (1%). A prominent, dark feature likely represents a ravine or valley, situated between the grassy and shrubby areas, with a small body of water visible in the lower left cor... | The scene is dominated by grasslands (48%) and shrublands (33%), with a rugged, hilly terrain that supports sparse tree cover (16%) and small patches of crop and built-up areas (1% each), suggesting a semi-arid or Mediterranean landscape with limited intensive agriculture. | The scene is dominated by grassland (48%), with significant coverage of shrub (33%) and tree (16%) vegetation, indicating a largely natural, open landscape with some shrub and tree cover. Crop and built-up areas are minimal, suggesting limited agricultural or urban development. | The landscape is dominated by reddish-brown, rocky terrain interspersed with small cultivated fields and scattered buildings. A prominent, dark-colored depression or valley cuts through the area, likely a geological feature or a channel. | A rugged, mountainous terrain with steep slopes and exposed bedrock, featuring a small coastal settlement and adjacent agricultural fields along a narrow shoreline. | ||
N36E025_001_023.png | train | 30 | 32 | 37 | 1 | 0 | 0 | 0 | The image depicts a landscape dominated by extensive areas of grass and shrubland, interspersed with patches of scattered trees, with a very small area of cultivated crops. A network of linear features, likely drainage channels or roads, cuts through the terrain, suggesting a relatively rugged and potentially arid envi... | The scene depicts a predominantly vegetated landscape with a complex, patchwork spatial layout, where shrubs and grasses dominate (69% combined), interspersed with tree cover (30%) and small, scattered crop areas (1%). The terrain appears rugged and fragmented, suggesting a mix of natural vegetation and limited agricul... | The scene is predominantly covered by grass (37%), with shrubs making up a significant portion (32%), indicating a mix of natural vegetation with grassland as the dominant land use. Crop coverage is minimal (1%), suggesting limited agricultural activity. | The image depicts a rugged, arid landscape with extensive areas of sparsely vegetated terrain and scattered patches of cultivated land, likely in a semi-arid region. A winding road and a river channel cut through the complex, layered geology of the area. | This satellite image depicts a rugged, mountainous terrain with patchwork agricultural fields and scattered settlements nestled in valleys, indicating intensive land use in a hilly region. | ||
N36E025_001_025.png | train | 10 | 34 | 47 | 0 | 1 | 1 | 7 | The image depicts a landscape dominated by extensive grasslands (47%) interspersed with scattered shrubs (34%) and a smaller area of trees (10%). A small amount of built-up area (1%) and barren land (1%) is present, while a narrow strip of water (7%) borders the coastline, suggesting a coastal or riparian environment. | The scene depicts a predominantly arid or semi-arid landscape with a complex, undulating topography, where grasslands dominate (47%) and shrublands are widespread (34%), interspersed with patches of tree cover (10%) and bordered by a narrow coastal water body (7%). Built-up and barren areas are minimal, indicating low ... | The scene is predominantly grassland, with significant coverage of shrubs and grass, indicating a natural, open landscape with some shrub growth. Built-up and water areas are minimal, suggesting a rural or semi-natural environment. | The image depicts a predominantly arid landscape characterized by extensive rocky terrain and sparse vegetation, likely a desert or semi-desert environment. A narrow coastal strip and a small, circular feature suggest a shoreline and potential saline area. | This satellite image depicts a rugged, arid coastal region with extensive rocky terrain and sparse vegetation, featuring a winding coastline with a small bay and a narrow strip of developed land along the shore. | ||
N36E025_002_000.png | train | 0 | 6 | 3 | 0 | 0 | 3 | 88 | The image depicts a coastal area dominated by a large expanse of water (88%), with small, barren islands extending into the sea. These islands are sparsely covered with shrub and grass vegetation (6% and 3% respectively), indicating a harsh, arid environment. | The scene is dominated by a vast expanse of water (88%), with two small, fragmented landmasses at the top, covered primarily by barren and sparse vegetation. | The scene is predominantly water, covering 88% of the area, with minimal vegetation such as shrubs, grass, and barren land. This indicates a water-dominated landscape, likely a lake, reservoir, or coastal area with limited terrestrial cover. | Dark ocean surrounds two small, rocky islands with sparse, light-colored vegetation. The islands appear to be composed of exposed bedrock and limited soil cover. | A coastal region with rugged, arid landforms jutting into a vast, dark ocean, indicating sparse vegetation and minimal human development along the shoreline. | ||
N36E025_002_002.png | train | 0 | 3 | 6 | 0 | 0 | 2 | 89 | The image depicts a coastal area dominated by a large expanse of water (89%), with a narrow strip of barren land along the shoreline and a small area of grass and shrub interspersed within. | The scene is dominated by a vast expanse of water covering 89% of the area, with a narrow coastal fringe featuring sparse vegetation (grass and shrub) and barren land, suggesting a largely aquatic environment with minimal terrestrial development. | The scene is predominantly water, covering 89% of the area, with minimal land cover consisting of grass, shrubs, and barren zones. This indicates a water-dominated landscape, likely a lake, reservoir, or coastal area with limited terrestrial vegetation. | The image depicts a coastal area with a dark, possibly muddy, shoreline transitioning to a lighter, vegetated area inland. A small settlement and a network of dark, linear features likely represent river or drainage channels are visible along the coast. | A coastal region with dark ocean waters bordered by a narrow strip of land featuring dense vegetation and scattered human settlements, including a visible road and illuminated areas suggesting urban development. | ||
N36E025_002_003.png | train | 0 | 0 | 18 | 0 | 1 | 3 | 78 | The image depicts a small island dominated by a large expanse of water (78%), with approximately 18% of the land covered in grass and 1% in built-up areas. A small portion of the island exhibits barren land (3%). | The scene depicts a coastal island or archipelago where water dominates 78% of the area, surrounding small landmasses covered mostly by grass (18%) with sparse, scattered built-up areas (1%) and minor barren patches (3%). | The scene is predominantly water, covering 78% of the area, with a small portion of grass and minimal built-up and barren land. This suggests a wetland or coastal environment with limited terrestrial land use. | The image depicts a rugged, rocky island with a small coastal settlement and cultivated land, surrounded by the sea. Several smaller, uninhabited islands are visible in the background. | A coastal region with rugged, mountainous terrain and a prominent peninsula jutting into dark waters, featuring a small cluster of developed areas along the shoreline. | ||
N36E025_002_021.png | train | 8 | 32 | 59 | 1 | 0 | 0 | 0 | The image depicts a landscape dominated by extensive grasslands (59%) interspersed with shrubs (32%) and a small amount of tree cover (8%), situated across a rugged, rocky terrain. A minimal amount of crop land (1%) is also visible. | The scene is dominated by grasslands (59%), interspersed with shrublands (32%) and patches of trees (8%), with minimal crop areas (1%), suggesting a semi-arid or rangeland environment with sparse, scattered vegetation. | The scene is predominantly grassland, with grass covering 59% of the area, indicating a large-scale natural or pasture-based land use. | The image depicts a heavily eroded, reddish-brown landscape likely composed of sedimentary rock formations, suggesting a region with limited vegetation and significant geological processes. Distinct linear patterns and fractured surfaces indicate extensive weathering and possibly fluvial activity. | This satellite image reveals a rugged, arid landscape dominated by exposed bedrock and sparse vegetation, with a prominent dark, linear feature suggesting a riverbed or canyon cutting through the terrain. | ||
N36E025_002_022.png | train | 16 | 30 | 47 | 1 | 0 | 1 | 5 | The image depicts a landscape dominated by extensive grasslands (47%) interspersed with scattered shrub cover (30%) and some tree cover (16%), with a small area of crops (1%) and minimal barren land (1%). A meandering water feature (5%) is visible along the lower right edge, suggesting a river or stream channel cutting... | The scene depicts a rugged, mountainous coastal region where shrublands dominate (30%) alongside extensive grasslands (47%), with scattered trees and minimal crop or barren areas; a narrow coastal strip features water along the edge. | The scene is predominantly grassland, with shrub cover contributing significantly to the vegetation. Grasslands dominate the landscape, with a notable presence of shrubs, while crop and barren areas are minimal. | The image depicts arid, reddish-brown terrain with sparse vegetation, likely a desert or semi-arid landscape, intersected by a meandering river channel. A narrow coastal area with darker vegetation is visible along the lower right edge. | A rugged, arid coastal landscape with sparse vegetation, characterized by winding roads and scattered settlements nestled in valleys, bordered by a deep blue sea on the right and a smaller bay on the lower left. | ||
N36E025_002_027.png | train | 0 | 3 | 9 | 0 | 1 | 2 | 85 | The image depicts a coastal area dominated by a large body of water (85%), with a narrow strip of shoreline characterized by a small amount of built-up area (1%), sparse shrub and grass cover (12%), and limited barren land (2%). | The scene depicts a coastal region where 85% of the area is dominated by water, forming a large, dark expanse that occupies most of the image. A narrow, rugged landmass along the right edge contains sparse built-up areas, grass, shrubs, and barren land, indicating minimal human development on the small terrestrial port... | The scene is predominantly water, covering 85% of the area, with minor contributions from grass and shrubs. It appears to be a waterbody or wetland with minimal surrounding vegetation and no built-up areas. | A coastal area features a rocky shoreline and sparse vegetation, transitioning to a darker, possibly vegetated inland region. The image depicts a peninsula bordered by the sea, with a narrow strip of developed land along the coast. | A coastal region with rugged terrain and a prominent peninsula jutting into dark ocean waters, featuring scattered settlements and infrastructure along the shoreline. | ||
N36E025_002_029.png | train | 0 | 2 | 7 | 0 | 0 | 5 | 86 | The image depicts a small, rocky island dominated by water, with a small amount of barren land and sparse vegetation (primarily grass and shrub) along its coastline. The vast majority of the area is covered by the surrounding sea. | The scene depicts a small, arid island or coastal landmass surrounded by a vast expanse of water, with the land cover dominated by water (86%) and sparse, dry vegetation (shrub and grass totaling 9%) on the island’s edges and interior. | The scene is predominantly water, covering 86% of the area, with minimal land cover such as shrubs, grass, and barren land. This indicates a water-dominated landscape, likely a lake, reservoir, or coastal area with limited terrestrial vegetation. | A rocky island with sparse vegetation is situated offshore in a dark blue sea. The island’s irregular coastline suggests a complex geological history and limited developed land use. | A coastal peninsula with a distinct turquoise lagoon surrounded by darker ocean waters, featuring a mix of urban development and natural landforms along its shoreline. | ||
N36E025_003_020.png | train | 2 | 22 | 35 | 0 | 0 | 2 | 39 | The image depicts a coastal landscape dominated by water (39%), with extensive areas of grass (35%) and shrub (22%) interspersed among barren land (2%). A significant portion of the land exhibits rugged terrain and appears to be relatively undeveloped, with a small area of trees (2%). | The scene depicts a coastal region dominated by water (39%) along the shoreline, with extensive grasslands (35%) covering the inland plains, interspersed with shrublands (22%) and sparse trees (2%), while barren areas (2%) appear as scattered patches, suggesting a semi-arid or Mediterranean landscape. | The scene is dominated by water, covering 39% of the area, with grass making up the next largest portion at 35%. This suggests a landscape where water bodies are the primary land use, likely including lakes, rivers, or wetlands, with grasslands occupying a significant secondary role. | The image depicts a coastal peninsula with cultivated fields and sparse vegetation, bordered by rocky cliffs and the sea. A narrow strip of land extends into the ocean, suggesting a potential harbor or inlet. | A coastal region with rugged, arid terrain and sparse vegetation, featuring a prominent peninsula jutting into the sea, with a small bay and a narrow isthmus connecting the mainland. | ||
N36E025_003_021.png | train | 1 | 12 | 34 | 0 | 0 | 1 | 52 | The image depicts a coastal landscape dominated by water (52%), with a significant expanse of grass (34%) and shrub cover (12%) along the shoreline, interspersed with areas of barren land (1%). A small amount of tree cover (1%) is visible in the higher elevations inland. | The scene depicts a coastal region where water dominates nearly half the area, bordering a rugged, sparsely vegetated landmass primarily covered by grass (34%) and shrubs (12%), with minimal tree and barren areas. | The scene is predominantly water-covered, covering 52% of the area, with grass as the next most abundant land cover at 34%. This indicates a landscape dominated by aquatic features, possibly a lake, river, or wetland, with limited terrestrial vegetation. | The image depicts a coastal region with arid, reddish-brown terrain transitioning to a narrow strip of vegetation along the shoreline, adjacent to a dark blue ocean. A small settlement is visible within the arid landmass. | A coastal region with rugged, arid terrain and sparse vegetation, featuring a narrow strip of developed land along the shoreline with visible infrastructure, bordered by deep blue ocean waters. | ||
N36E025_003_027.png | train | 0 | 2 | 24 | 0 | 0 | 3 | 71 | The image depicts a coastal area dominated by a large body of water (71%), with a rocky island featuring primarily grass (24%) and barren land (3%) interspersed with small patches of shrub (2%). A narrow road is visible along the island’s coastline. | The scene depicts a coastal region dominated by a vast expanse of water (71%), with a narrow, arid landmass featuring sparse vegetation (grass at 24%, shrub at 2%) and small barren areas (3%), suggesting a semi-arid or desert coastal environment. | The scene is predominantly water, covering 71% of the area, with minor patches of grass and shrub. This indicates a wetland or coastal environment with limited terrestrial land use. | A rugged, arid island is adjacent to a dark blue sea, with a small coastal settlement and road visible along its shoreline. The island’s terrain appears to be characterized by rocky outcrops and sparse vegetation. | A coastal region with rugged terrain and patchwork agriculture along the shoreline, bordered by a large body of dark water with a narrow, developed peninsula extending into it. | ||
N36E025_003_028.png | train | 0 | 0 | 15 | 0 | 6 | 2 | 77 | The image depicts a small island dominated by a significant expanse of water (77%), with a small area of built-up development (6%) and scattered patches of grass (15%) and barren land (2%) along the coastline. | The scene depicts a coastal area where 77% is dominated by water, with a narrow strip of land along the coast featuring sparse built-up areas (6%) and patches of grass and barren land (15% and 2% respectively), indicating a predominantly marine environment with limited terrestrial development. | The scene is predominantly water, covering 77% of the area, with minimal land cover such as grass, built-up, and barren zones. This suggests a water-dominated landscape, likely a lake, reservoir, or coastal area. | A coastal settlement with buildings and roads occupies a sandy area adjacent to a rocky shoreline and the sea. Smaller, vegetated islands are visible offshore. | A coastal region with dense urban development and fragmented agricultural land along a curved shoreline, adjacent to deep blue ocean waters and a small, isolated island. | ||
N36E025_003_045.png | train | 0 | 0 | 37 | 0 | 0 | 6 | 57 | The image depicts a coastal area dominated by water (57%), with a significant portion of the land covered in grass (37%) and a small area of barren land (6%). The land appears to be characterized by rolling hills and a shoreline extending into the water. | The scene shows a coastal region dominated by water (57%), with extensive grasslands (37%) covering the inland terrain and small patches of barren land (6%) scattered across the landscape. | The scene is predominantly water, covering 57% of the area, with grass making up the next largest portion at 37%. Barren land is minimal at 6%, indicating that water bodies dominate the landscape. | A coastal region exhibits a mix of arid, sparsely vegetated land and a narrow shoreline, with a dark body of water extending into the distance. The terrain appears rugged and hilly, suggesting a transition between land and a potentially mountainous area. | A coastal region with a mix of urban development and agricultural land use, bordered by a dark ocean and featuring a prominent bay and rugged coastline. | ||
N36E025_004_026.png | train | 1 | 25 | 13 | 0 | 0 | 7 | 54 | The image depicts a coastal island dominated by extensive water coverage (54%), interspersed with areas of barren land (7%) and scattered shrub and grass vegetation (25% and 13% respectively). The island's terrain appears rugged and rocky, with a significant portion exhibiting exposed bedrock. | The scene depicts a coastal peninsula dominated by water (54%), with the landmass primarily covered by shrub (25%) and grass (13%), interspersed with patches of barren (7%) and sparse tree cover (1%), suggesting a semi-arid or Mediterranean landscape. | The scene is predominantly water-covered, covering 54% of the area, with significant shrub coverage at 25%, indicating a landscape dominated by aquatic features with some coastal or wetland shrub vegetation. | The image depicts a rugged, rocky island with sparse vegetation and a narrow coastal strip, bordered by a dark blue sea. The terrain appears largely uncultivated, dominated by exposed rock formations and cliffs. | A coastal peninsula with dense urban development along its shores and rugged, sparsely vegetated terrain inland, bordered by dark ocean waters on three sides. | ||
N36E025_004_027.png | train | 0 | 3 | 7 | 0 | 0 | 3 | 87 | The image depicts a coastal area dominated by a large expanse of water (87%), with small patches of barren land (3%) and sparse vegetation consisting of shrub (3%) and grass (7%) along the shoreline. | The scene is dominated by a vast expanse of water covering 87% of the area, with a narrow, sparsely vegetated coastal strip featuring minor patches of grass and shrub, and a small barren zone, indicating a predominantly aquatic landscape with minimal terrestrial cover. | The scene is predominantly water, covering 87% of the area, with minimal vegetation such as grass and shrubs. This indicates a water-dominated landscape, likely a lake, reservoir, or coastal area with limited terrestrial land use. | The image depicts a coastal area with a sandy shoreline, interspersed with patches of vegetation and what appears to be a small urban area along the coast. A large body of water, likely a sea or ocean, dominates the lower portion of the scene. | A coastal region with a narrow strip of developed or arid land along the shoreline, transitioning into a large, dark body of water, likely a sea or ocean, with a distinct lighter coastal zone indicating shallow waters or sediment plumes. | ||
N36E025_004_030.png | train | 4 | 35 | 19 | 0 | 0 | 4 | 38 | The image depicts a coastal area dominated by water (38%), with significant areas of shrub (35%) and grass (19%) vegetation clustered around rocky outcrops. A small amount of tree cover (4%) and barren land (4%) is also present, suggesting a varied landscape with a strong aquatic influence. | The scene depicts a coastal or riparian landscape dominated by water (38%) along the edge, with a large landmass covered primarily by shrub (35%) and grass (19%), interspersed with smaller patches of tree (4%) and barren (4%) areas, suggesting a semi-arid or transitional environment. | The scene is dominated by water, covering 38% of the area, with shrubs making up the next largest component at 35%. This suggests a landscape primarily characterized by wetlands or a water-rich environment with some shrub coverage. | The image depicts a rugged, mountainous terrain with a predominantly rocky and barren landscape, likely composed of exposed bedrock and sparse vegetation. A distinct, elevated ridge or plateau dominates the central portion of the scene. | A rugged, mountainous coastal region with dense, dark vegetation covering steep slopes that descend to a dark ocean, featuring a jagged shoreline with prominent headlands. | ||
N36E025_004_031.png | train | 1 | 8 | 8 | 0 | 0 | 3 | 80 | The image depicts a coastal area dominated by a large expanse of water (80%), with a small strip of land containing a mix of grass (8%), shrubs (8%), and barren areas (3%), and a sparse scattering of trees (1%). | The scene is dominated by a vast expanse of water (80%), with a narrow, irregularly shaped landmass along the coast featuring sparse vegetation (shrub and grass, 16%) and small patches of barren land (3%), while tree cover is minimal (1%). | The scene is predominantly water, covering 80% of the area, with minimal land cover consisting of grass, shrub, and tree patches. This indicates a wetland or aquatic environment with sparse terrestrial vegetation. | A coastal area with a dark shoreline and scattered vegetation is visible against a dark sky, likely indicating a combination of land and water features. A prominent, cloud-covered landmass extends into the ocean. | A coastal region with dense urban development along the shoreline, bordered by dark ocean waters and surrounded by rugged, sparsely vegetated terrain. | ||
N36E025_004_045.png | train | 5 | 1 | 47 | 0 | 4 | 1 | 42 | The image depicts a coastal area dominated by a large body of water (42%) adjacent to a small settlement (4%) and surrounding terrain characterized primarily by grass (47%) and barren land (1%). Sparse tree cover (5%) and shrubs (1%) are present along the coastline and within the settlement area. | The scene depicts a coastal area where a large body of water (42%) dominates the left side, bordered by a narrow strip of built-up land (4%) and sparse vegetation (grass 47%, shrub 1%, tree 5%) on the rugged, barren (1%) terrain. The spatial layout shows human settlement concentrated along the shoreline, with vegetatio... | The scene is dominated by water (42%), indicating a wetland or aquatic environment with significant surface water coverage. Grass (47%) is the second most prominent land cover, suggesting open, vegetated areas adjacent to or within the water body. | A coastal area features a dark body of water adjacent to a hilly, arid landscape with scattered settlements and a network of roads. Low-density development is concentrated along the shoreline. | A coastal settlement clings to a rugged, arid peninsula jutting into a deep, dark bay, with sparse vegetation and terraced slopes indicating limited agriculture and human development concentrated along the waterfront. | ||
N36E025_005_023.png | train | 2 | 12 | 8 | 0 | 0 | 2 | 76 | The image depicts a coastal area dominated by a large expanse of water (76%), with a significant portion of the landmass characterized by barren terrain (2%) and sparse vegetation consisting of grass (8%) and shrubs (12%). A small amount of tree cover (2%) is visible along the coastline. | The scene depicts a coastal region where 76% of the area is dominated by water, forming a large, dark expanse surrounding a smaller landmass. The land itself is mostly barren and sparsely vegetated, with patches of grass and shrubs, indicating arid or semi-arid conditions with minimal dense tree cover. | The scene is predominantly water-covered, covering 76% of the area, with a small portion of shrubland and grassland. This suggests a wetland or aquatic environment with limited terrestrial vegetation. | A coastal island exhibits a predominantly arid, rocky landscape with scattered vegetation, bordered by a dark blue sea and smaller offshore islets. A narrow strip of land appears to be developed with possible infrastructure along the coastline. | A coastal region with rugged, rocky terrain and sparse vegetation, featuring a prominent peninsula jutting into a dark ocean, with a small island visible nearby. | ||
N36E025_005_024.png | train | 2 | 11 | 47 | 7 | 1 | 5 | 27 | The image depicts a landscape dominated by grassland (47%) and barren areas (5%), with a significant presence of water (27%) along the coastline and interspersed with scattered patches of crop (7%) and shrub (11%). A small area of built-up land (1%) is visible near the center of the image, suggesting a localized settle... | The scene depicts a coastal landscape dominated by water (27%) and grasslands (47%), with scattered patches of crop fields (7%) and shrubland (11%), and small built-up areas (1%) nestled along the shorelines and within the landmass. Barren areas (5%) and trees (2%) are sparsely distributed, suggesting a semi-arid or Me... | The scene is dominated by grass (47%), indicating a large area of open grassland or pasture. Water (27%) is also a significant component, suggesting a landscape with wetlands or seasonal water bodies, possibly in a rural or agricultural setting. | The image depicts a rugged, arid landscape with scattered settlements and agricultural fields interspersed among rocky terrain, adjacent to a coastline. A prominent, elevated landform dominates the upper portion of the scene. | A coastal peninsula with patchwork agricultural fields and scattered settlements, bordered by deep blue water and featuring rugged, rocky terrain. | ||
N36E025_005_028.png | train | 2 | 24 | 5 | 0 | 0 | 3 | 66 | The image depicts a coastal island dominated by a large expanse of water (66%), with a significant portion of the land covered in barren terrain (3%) and sparse vegetation consisting of shrubs (24%) and grass (5%). A small area of trees (2%) is present along the coastline. | The scene depicts a coastal landmass dominated by water (66%), with the remaining land covered primarily by shrubland (24%) and grass (5%), suggesting a semi-arid or Mediterranean environment with sparse tree cover (2%) and minor barren areas (3%). | The scene is dominated by water, covering 66% of the area, indicating a wetland or heavily watered landscape with minimal terrestrial vegetation. | A rugged, rocky island dominates the scene, exhibiting sparse vegetation and coastal cliffs, while a smaller islet is visible offshore. The surrounding ocean appears dark and deep, suggesting a relatively isolated coastal environment. | A rugged coastal peninsula with dense urban development along its shoreline and scattered settlements inland, bordered by dark ocean waters and featuring a small offshore island. | ||
N36E025_005_030.png | train | 3 | 39 | 30 | 0 | 0 | 3 | 25 | The image depicts a rugged, mountainous landscape dominated by barren rock formations and interspersed with areas of shrub vegetation (39%) and grass (30%), with a small body of water (25%) along the lower portion of the scene. A small area of trees (3%) is visible within the more vegetated regions. | The scene depicts a rugged, mountainous coastal region where shrublands dominate the terrain (39%), interspersed with grasslands (30%) and sparse tree cover (3%), while a significant portion of the coastline is occupied by water (25%). The barren areas (3%) suggest exposed or rocky terrain, particularly along steep slo... | The scene is dominated by shrub cover, accounting for 39% of the land, with significant grass coverage at 30%, indicating a mix of shrubland and grassland vegetation. Barren and water areas are relatively minor, suggesting limited bare soil or open water. | The image depicts a rugged, mountainous landscape with extensive exposed rock formations and a small, dark body of water along the lower edge. Sparse vegetation covers a portion of the higher elevations, indicating a relatively arid environment. | A rugged, mountainous coastal region with steep, terraced slopes descending to a deep, narrow bay, featuring sparse vegetation and minimal human development along the shoreline. | ||
N36E025_005_031.png | train | 3 | 30 | 25 | 0 | 0 | 12 | 30 | The image depicts a coastal landscape dominated by water (30%) and barren land (12%), interspersed with areas of grass (25%) and shrub (30%). The terrain appears rugged and rocky, with a significant presence of exposed bedrock. | The scene depicts a coastal landscape dominated by shrublands (30%) and grasslands (25%), with significant water bodies (30%) along the edges, and patches of barren land (12%) and sparse tree cover (3%) scattered across the interior. | The scene is dominated by shrub and grass cover, with shrubs accounting for 30% and grass for 25%, indicating a mix of shrubland and grassland vegetation. Water covers 30%, suggesting a significant area of open water, likely a lake or wetland, which may influence the surrounding vegetation patterns. | The image depicts a rugged, rocky coastal landscape with extensive areas of bare rock and sparse vegetation, likely a mountainous region bordering a body of water. A narrow strip of land connects the main landmass to a smaller, similarly textured island. | A coastal region with rugged, mountainous terrain and scattered urban development along the shoreline, bordered by a dark ocean on three sides. | ||
N36E025_005_042.png | train | 4 | 14 | 16 | 0 | 0 | 7 | 59 | The image depicts an island dominated by a large expanse of water (59%), with a significant portion of the land covered in barren areas (7%) and grasses (16%). Sparse tree and shrub cover (4% and 14% respectively) is present on the higher elevations of the island’s interior. | The scene depicts a coastal landmass where water dominates over 50% of the area, surrounding a rugged, sparsely vegetated terrain. The land is primarily covered by grass (16%) and shrubs (14%), with smaller patches of trees (4%) and barren areas (7%), suggesting a semi-arid or Mediterranean environment. | The scene is predominantly water, covering 59% of the area, indicating a wetland or coastal environment with limited terrestrial vegetation. | The image depicts a rugged, mountainous island with a narrow coastal plain, primarily covered in vegetation and rocky terrain. A dark shoreline separates the island from a deep blue ocean. | A rugged, mountainous peninsula with a narrow coastal strip, featuring dense urban development along the shoreline and extensive natural terrain inland, bordered by dark ocean waters. | ||
N36E025_005_043.png | train | 1 | 2 | 23 | 0 | 0 | 3 | 71 | The image depicts a coastal landscape dominated by a large body of water (71%), with a peninsula characterized by sparse grass (23%), barren land (3%), and a small amount of shrub (2%) vegetation. A small number of trees (1%) are present on the peninsula, suggesting a relatively arid and coastal environment. | The scene depicts a coastal area dominated by water (71%), with a narrow, developed shoreline and adjacent land covered mostly by grass (23%) and sparse shrub/tree cover (3%), suggesting a semi-arid or Mediterranean environment with limited vegetation and significant human development along the coast. | The scene is predominantly water, covering 71% of the area, with grass making up the next largest land cover. This indicates a wetland or coastal environment with significant open water. | A coastal peninsula with sparse vegetation and scattered buildings is bordered by a deep bay and the open sea. The surrounding terrain appears arid and hilly, transitioning to flatter areas along the coastline. | A coastal peninsula with dense urban development along its shoreline and a deep, dark bay, surrounded by arid, sparsely vegetated terrain with visible road networks and scattered settlements. | ||
N36E025_005_044.png | train | 1 | 1 | 62 | 0 | 0 | 3 | 33 | The image depicts a landscape dominated by extensive grasslands (62%) and barren areas (3%), with a significant presence of water (33%) along a shoreline. A narrow band of vegetation, consisting of shrubs (1%) and a small amount of trees (1%), is visible along the edge of the water body. | The scene depicts a coastal landscape dominated by water (33%) and grass (62%), with a narrow, rugged shoreline separating the land from the sea; sparse trees and shrubs (1% each) and barren areas (3%) are scattered across the inland terrain. | The scene is dominated by grass cover, covering 62% of the area, indicating a predominantly open, grassland landscape with minimal tree and shrub coverage. Water features occupy a significant 33%, suggesting the presence of a wetland or riparian zone within the grassland. | The image depicts arid, rocky terrain with evidence of erosion and a narrow, dark river channel cutting through the landscape. The area appears to be a desert or semi-desert environment with exposed bedrock and sparse vegetation. | A coastal region with rugged, arid terrain transitioning from a dark ocean to a brown, sparsely vegetated landmass featuring winding waterways and distinct topographic ridges. | ||
N36E025_005_045.png | train | 2 | 2 | 65 | 0 | 0 | 13 | 18 | The image depicts a landscape dominated by grassland (65%), with significant barren areas (13%) and a substantial amount of water (18%). A dark, circular feature, likely a lake or wetland, is present in the center of the image, surrounded by a mix of grassland and barren land. | The scene depicts a predominantly grass-covered landscape (65%) with scattered barren areas (13%) and a significant water body (18%) along the right edge, suggesting a coastal or riparian environment. Sparse tree and shrub cover (2% each) indicates minimal forestation, while the overall layout shows a mix of vegetated ... | The scene is dominated by grass cover, indicating a large area of open, vegetated land, likely a pasture or natural grassland. Small patches of water and barren land suggest scattered wetlands or exposed soil, while trees and shrubs are minimal. | The image depicts a predominantly arid landscape with scattered patches of vegetation, dominated by a large, dark circular area likely representing a quarry or mining operation adjacent to a coastal shoreline. The terrain exhibits undulating features and a network of linear structures, possibly roads or canals, across ... | A rugged, arid coastal landscape with sparse vegetation and a prominent dark circular feature, likely a volcanic crater or sinkhole, adjacent to a deep blue sea. | ||
N36E025_006_021.png | train | 3 | 23 | 24 | 1 | 2 | 2 | 45 | The image depicts a coastal area dominated by water (45%), with a significant expanse of barren land and sparse vegetation including grass (24%), shrubs (23%), and a small area of crops (1%). A small cluster of built-up areas (2%) is situated along the shoreline, nestled amongst the rocky terrain. | The scene depicts a coastal landscape dominated by water (45%), with extensive shrubland (23%) and grassland (24%) covering the inland terrain, interspersed with small patches of crop and built-up areas, and bordered by a rugged coastline. | The scene is predominantly water-covered, covering 45% of the area, with significant coverage of grass (24%) and shrub (23%) vegetation. Built-up and crop areas are minimal, indicating a landscape dominated by water bodies and natural vegetation. | The image depicts a coastal area with sparse vegetation and a small settlement clustered on a hillside overlooking the sea. Rocky terrain and a narrow beach characterize the landscape along the shoreline. | A coastal region with rugged terrain, featuring a small clustered settlement near the shoreline, surrounded by patchwork agricultural fields and bordered by deep blue waters with a distinct cove. | ||
N36E025_006_022.png | train | 1 | 5 | 12 | 0 | 2 | 3 | 77 | The image depicts a coastal area dominated by a large expanse of water (77%), with small, rocky islands interspersed along the shoreline. The land consists primarily of barren terrain (3%) and sparse grass (12%), punctuated by a small amount of built-up areas (2%) and minimal tree and shrub cover (1% and 5% respectivel... | The scene depicts a coastal region dominated by vast water bodies (77%), with small, sparsely vegetated landmasses featuring patches of grass and shrubs, minimal built-up areas, and isolated barren zones. | The scene is predominantly water, covering 77% of the area, with grass and shrub cover making up smaller portions. This indicates a wetland or aquatic environment with limited terrestrial vegetation. | The image depicts a rugged, rocky coastline with scattered settlements and limited vegetation, adjacent to a dark blue sea and several small, rocky islands. The land appears to be primarily composed of exposed bedrock and sparse, low-lying vegetation. | A coastal region with a large, irregularly shaped landmass featuring scattered settlements and roads along its shoreline, bordered by deep blue water and a smaller, isolated island nearby. | ||
N36E025_006_024.png | train | 2 | 2 | 36 | 7 | 5 | 2 | 46 | The image depicts a coastal landscape dominated by water (46%), with a significant area of grassland (36%) interspersed with cultivated crops (7%) and scattered built-up areas (5%). The terrain is characterized by rolling hills and a small amount of barren land (2%), with minimal tree or shrub cover (2%). | The scene is dominated by water (46%) along the coastline, with extensive grasslands (36%) covering the surrounding land, interspersed with patches of crop fields (7%) and built-up areas (5%) near the shore. Sparse tree and shrub cover (2% each) and small barren areas (2%) complete the landscape, suggesting a semi-arid... | The scene is dominated by water, covering 46% of the area, with grass making up the next largest component at 36%. This suggests a landscape primarily characterized by wetlands or a water-rich environment, possibly with some open grassland surrounding it. | The image depicts a coastal area with a mix of residential development, agricultural fields, and scattered woodlands, surrounded by a dark, likely vegetated, bay. A network of roads connects the settlements and traverses the hilly terrain. | A coastal region with a mix of urban development, agricultural fields, and natural terrain, bordered by a large body of water with a prominent peninsula extending into it. | ||
N36E025_006_025.png | train | 0 | 0 | 12 | 2 | 1 | 4 | 81 | The image depicts a coastal area dominated by a large expanse of water (81%), with several small, rocky islands exhibiting sparse grass (12%) and barren land (4%). A small amount of cultivated crop (2%) and built-up areas (1%) are also present on the larger island. | The scene depicts a coastal peninsula and small island surrounded by a vast, dominant expanse of water (81%), with the land covered primarily by grass (12%) and barren areas (4%), interspersed with small patches of crop and built-up zones. | The scene is predominantly water, covering 81% of the area, with minimal land use such as grass, crop, and built-up zones. It appears to be a waterbody or wetland environment with very limited terrestrial coverage. | The image depicts a Mediterranean island archipelago characterized by rocky, sparsely vegetated landmasses and coastal development. A larger central island is surrounded by numerous smaller, rocky islets, indicating a primarily terrestrial landscape with limited agricultural or forested areas. | A coastal peninsula with patchy agricultural or barren land use, bordered by dark ocean waters and featuring a small, isolated islet nearby. | ||
N36E025_006_041.png | train | 0 | 6 | 48 | 0 | 0 | 3 | 43 | The image depicts a coastal landscape dominated by extensive areas of grass (48%) and water (43%), with a smaller proportion of barren land (3%) and sparse shrub cover (6%). The land appears to be a coastal plain or shoreline, exhibiting a gradual transition from water to slightly elevated, vegetated areas. | The scene depicts a coastal landscape dominated by water (43%) along the edge, with extensive grasslands (48%) covering the inland terrain, interspersed with sparse shrub and barren areas, suggesting a semi-arid or transitional environment. | The scene is dominated by water (43%), indicating a wetland or aquatic environment with significant open water coverage. Grass covers a substantial portion (48%), suggesting a grassland or riparian area adjacent to water. | The image depicts a coastal region with arid, rocky terrain transitioning to a sandy shoreline, suggesting a desert or semi-arid environment. A prominent, light-colored sand dune extends inland from the coast. | A coastal region with rugged, rocky terrain and sparse vegetation, featuring a prominent peninsula jutting into dark ocean waters, with visible human infrastructure including roads and possibly settlements along the shore. | ||
N36E025_006_042.png | train | 12 | 9 | 56 | 0 | 0 | 0 | 23 | The image depicts a rugged, coastal landscape dominated by extensive grassland (56%) interspersed with scattered trees (12%) and shrubs (9%), with a significant body of water (23%) along the shoreline. The terrain appears to be characterized by rocky slopes and a winding road cutting through the grassy areas. | The scene depicts a coastal landscape dominated by grasslands (56%), with scattered shrublands (9%) and trees (12%) concentrated in patches, while water (23%) forms a prominent coastal fringe along the edge. The terrain appears rugged and undulating, with vegetation density decreasing toward the arid inland areas. | The scene is dominated by grass (56%), indicating a large area of open grassland or pasture. This is supplemented by significant water coverage (23%) and smaller patches of tree and shrub cover, suggesting a landscape with extensive natural or managed grassy areas near wetlands or riparian zones. | The image depicts a rugged, arid landscape with extensive rocky terrain and scattered vegetation, likely a desert or semi-arid region, intersected by a narrow road. A coastal area with a darker blue hue is visible along the right edge. | A coastal region with rugged, arid terrain and sparse vegetation, featuring a distinct urban area nestled in a valley near the shoreline, bordered by a winding road and a prominent river or stream. | ||
N36E025_006_043.png | train | 7 | 8 | 78 | 0 | 1 | 3 | 3 | The image depicts a rugged, hilly landscape dominated by extensive grassland (78%) interspersed with scattered shrubs (8%) and a small amount of bare ground (3%). A network of winding roads and trails cuts through the terrain, alongside a minimal amount of built-up areas (1%) and water (3%), suggesting a region with si... | The scene is dominated by grasslands (78%), interspersed with shrub and tree cover, and features a narrow coastal strip with built-up areas and water along the edge. A winding road cuts through the terrain, connecting sparse settlements in a largely arid or semi-arid landscape. | The scene is dominated by grass (78%), indicating a vast open grassland or pasture area, with minor patches of shrub, tree, and barren land. Built-up and water areas are minimal, suggesting sparse human development and little impervious surface or water bodies. | The image depicts a rugged, arid landscape with extensive road networks traversing a hilly terrain, interspersed with areas of disturbed ground likely associated with mining or quarrying activities. Sparse vegetation covers lower slopes, indicating a dry, semi-desert environment. | A rugged, arid landscape with terraced agricultural fields and winding roads carved into rolling hills, bordered by a coastal shoreline on the lower right. | ||
N36E025_006_044.png | train | 0 | 1 | 63 | 0 | 0 | 3 | 33 | The image depicts a landscape dominated by extensive grasslands (63%) and a significant body of water (33%), with a narrow strip of barren land along the shoreline and a small area of shrub vegetation (1%). A linear feature, likely a road or channel, cuts through the grassland, and a dark, rocky slope is visible in the... | The scene depicts a coastal region dominated by grasslands (63%) stretching inland from a narrow coastal strip, with sparse shrub cover (1%) and barren land (3%) interspersed across the arid terrain, bordered by a large body of water (33%) along the coastline. | The scene is dominated by grassland, covering 63% of the area, with significant water coverage at 33%, indicating a landscape of open grassy fields interspersed with water bodies. Shrub and barren areas are minor components. | The image depicts a dry, arid landscape with sparse vegetation and a linear road cutting through a reddish-brown plain, adjacent to a dark, steep-sided mountain range. A small, light-colored area suggests a possible salt flat or similar geological feature. | A rugged, arid coastline with sparse vegetation and a distinct peninsula jutting into the dark ocean, featuring a small coastal settlement near the tip. | ||
N36E025_007_019.png | train | 2 | 6 | 6 | 0 | 0 | 1 | 85 | The image depicts a coastal area dominated by a large expanse of water (85%), with a small, rocky island featuring sparse vegetation including shrubs (6%), grass (6%), and a minimal amount of trees (2%). A small portion of barren land is also visible on the island. | The scene depicts a coastal area where a small, sparsely vegetated landmass—dominated by water (85%)—is bordered by a dark ocean. The land cover consists of a mix of grass, shrub, and tree vegetation (15%), with barren areas, suggesting a dry or arid environment. | The scene is predominantly water, covering 85% of the area, with minimal land cover such as grass, shrub, and tree. This indicates a wetland or aquatic environment with sparse terrestrial vegetation. | The image depicts a rugged, mountainous landscape with a coastal area, likely a Mediterranean island, characterized by rocky terrain and sparse vegetation. A dark, expansive body of water borders the coastline. | A coastal region with dense urban development clinging to a rugged, mountainous terrain, bordered by dark ocean waters. | ||
N36E025_007_022.png | train | 1 | 14 | 30 | 0 | 0 | 3 | 52 | The image depicts a coastal landscape dominated by a large expanse of water (52%), with a significant area of barren land (3%) and a substantial amount of grass (30%) inland. A narrow band of shrubs (14%) and scattered trees (1%) are present along the coastal cliffs, suggesting a transition zone between the open water ... | The scene depicts a coastal landscape where water dominates over 50% of the area, forming a dark, expansive sea bordering a rugged, arid landmass. The terrestrial portion is primarily covered by grass (30%) and shrub (14%), with sparse tree cover (1%) and barren areas (3%), suggesting a dry, sparsely vegetated environm... | The scene is predominantly water-covered, covering 52% of the area, with grass as the next most abundant land cover at 30%. This suggests a landscape dominated by water bodies, possibly a lake, wetland, or coastal region, with limited terrestrial vegetation. | The image depicts a coastal region with arid, brown terrain transitioning to a narrow strip of vegetation along the shoreline, adjacent to a dark blue body of water. A small, winding blue river flows into the sea, cutting through the landmass. | A rugged, arid coastline with sparse vegetation and winding roads, bordered by a dark ocean with a small, sheltered bay. | ||
N36E025_007_024.png | train | 0 | 3 | 8 | 0 | 0 | 4 | 85 | The image depicts a group of islands dominated by a large expanse of water (85%), with scattered areas of barren land (4%) and sparse shrub and grass cover (11%). The islands appear to be relatively dry and sparsely vegetated, suggesting a coastal or arid environment. | This remote sensing image depicts a small, elongated island with a dominant water body (85%) surrounding it, indicating a coastal or archipelagic setting. The land cover consists mostly of barren (4%) and grass (8%) terrain, with minor shrub (3%) patches, suggesting a sparse, arid, or low-productivity terrestrial envir... | The scene is predominantly water, covering 85% of the area, with minimal land cover such as grass, shrubs, and barren land. This indicates a wetland or aquatic environment with sparse terrestrial vegetation. | The image depicts a fragmented archipelago of sandy islands and coastal land, likely composed of beaches and sparsely vegetated areas, situated in a dark blue ocean. A narrow channel connects the larger islands to a smaller, isolated one. | A remote sensing image reveals a chain of three distinct, elongated islands with sparse, low-lying vegetation, set against a dark ocean backdrop, suggesting a coastal or archipelagic region with minimal human development. | ||
N36E025_007_039.png | train | 3 | 24 | 9 | 0 | 0 | 4 | 60 | The image depicts a coastal island dominated by water (60%), with a significant portion covered in shrubs (24%) and barren land (4%). Sparse grass (9%) and a small amount of tree cover (3%) are present, primarily along the shoreline, suggesting a coastal environment with limited vegetation inland. | The scene depicts a coastal landmass surrounded by water, with the dominant land cover being water (60%), and the terrestrial area primarily composed of shrubland (24%) and grass (9%), interspersed with smaller patches of tree (3%) and barren (4%) areas. | The scene is predominantly water, covering 60% of the area, indicating a wetland or aquatic environment with minimal terrestrial vegetation. | The image depicts a rugged, coastal island with a predominantly brown, vegetated landscape and a rocky shoreline. A small, linear feature likely represents a road or path along the island’s edge. | A coastal peninsula with mixed land use, featuring dense urban development along the shoreline and scattered agricultural or forested areas inland, bordered by dark ocean waters. | ||
N36E025_007_040.png | train | 5 | 31 | 50 | 1 | 1 | 1 | 11 | The image depicts a landscape dominated by extensive grasslands (50%) interspersed with scattered shrubbery (31%) and some bare ground (1%). A small amount of built-up areas (1%) and water (11%) are present along the coastline, with a minimal presence of trees (5%) and crops (1%). | The scene depicts a rugged, mountainous coastal region where grasslands dominate the landscape, interspersed with shrublands and patches of tree cover, while small built-up areas and water bodies are concentrated along the shoreline. | The scene is dominated by grass (50%), indicating a large area of natural or managed grassland. Smaller portions are covered by shrub (31%) and water (11%), with minimal crop, built-up, and barren areas. | The image depicts a rugged, hilly landscape with sparse vegetation and scattered settlements, primarily along a coastal area. A small, white-roofed town is visible nestled within the terrain, suggesting a localized area of human development. | A coastal region with rugged, mountainous terrain and scattered settlements, featuring a prominent coastal town with dense white buildings along the shoreline and terraced agricultural areas on the slopes. | ||
N36E025_007_042.png | train | 2 | 9 | 73 | 0 | 3 | 6 | 7 | The image depicts a hilly landscape dominated by extensive grasslands (73%) interspersed with scattered built-up areas (3%) and some shrubbery (9%). A small body of water (7%) is visible along the lower edge, and barren land (6%) is present in the higher elevations, with a minimal amount of tree cover (2%). | The scene depicts a predominantly grass-covered landscape with scattered shrubs and sparse trees, bordered by a coastal built-up area and a narrow strip of water, with barren terrain dominating the rugged, hilly interior. | The scene is dominated by grass (73%), indicating a large open, vegetated area likely consisting of pasture or natural grassland. Small amounts of shrub, tree, and bare land suggest sparse vegetation and minimal built-up areas. | The image depicts a rugged, arid landscape with scattered settlements and a network of winding roads traversing steep hillsides. A coastal area is visible in the lower right, suggesting a transition to a potentially more vegetated zone. | A coastal region with rugged, arid terrain and sparse vegetation, featuring a small clustered settlement near the shoreline and a winding road traversing the hillsides. | ||
N36E025_007_043.png | train | 1 | 8 | 21 | 0 | 0 | 4 | 66 | The image depicts a coastal landscape dominated by a large expanse of water (66%), with a narrow band of barren land and sparse vegetation extending inland. The land exhibits a mix of barren areas (4%), grass (21%), shrubs (8%), and a minimal amount of trees (1%), suggesting a coastal environment with limited inland ve... | The scene depicts a coastal region where a narrow, sparsely vegetated landmass—dominated by water (66%)—juts into a vast ocean, with the remaining land covered mostly by grass (21%) and water, interspersed with patches of shrub and barren terrain. | The scene is predominantly water, covering 66% of the area, with grass as the next most common cover. This suggests a wetland or coastal environment with limited terrestrial vegetation. | A coastal region displays arid, sandy terrain transitioning to a dark, turbulent ocean. The land exhibits evidence of erosion and limited vegetation cover. | A rugged, arid coastline with sparse vegetation and winding river valleys borders a deep blue sea, indicating a semi-desert or Mediterranean climate with limited human development. | ||
N36E025_008_020.png | train | 5 | 16 | 11 | 0 | 0 | 6 | 62 | The image depicts a coastal landscape dominated by a large body of water (62%), with a narrow band of shoreline characterized by a mix of barren land (6%), grass (11%), and scattered shrubs (16%). A small amount of tree cover (5%) is present along the shoreline. | The scene shows a coastal area where a vast expanse of water (62%) dominates the lower half, bordered by a narrow, rugged land strip with sparse vegetation (Tree 5%, Shrub 16%, Grass 11%) and barren terrain (6%) along the upper edge. | The scene is predominantly water, covering 62% of the area, indicating a wetland or aquatic environment with minimal terrestrial vegetation. | Dark, heavily textured terrain dominates the lower portion, likely representing a coastal or mountainous area with significant erosion. A lighter, undulating surface above suggests a plateau or elevated plain, possibly with sparse vegetation. | A rugged, mountainous coastline with dense urban development hugging the shore, adjacent to a dark, deep-water body of water. | ||
N36E025_008_021.png | train | 1 | 13 | 10 | 0 | 0 | 6 | 70 | The image depicts a coastal area dominated by a large body of water (70%), with a rocky shoreline and a small area of vegetation consisting primarily of shrubs (13%) and grass (10%) along the upper edge. A small portion of barren land (6%) is also visible near the shoreline. | The scene is dominated by a vast expanse of water covering 70% of the area, with a narrow, arid coastal strip featuring sparse vegetation (shrub and grass) and barren land, indicating a semi-desert or coastal environment. | The scene is predominantly water, covering 70% of the area, indicating a wetland or aquatic environment with minimal terrestrial vegetation. | Dark, densely vegetated slopes rise abruptly from a rocky, arid coastal plain, suggesting a mountainous region with significant forest cover. The landscape exhibits a clear contrast between the forested highlands and the exposed, barren terrain along the shoreline. | A rugged, arid coastline with sparse vegetation and rocky terrain borders a dark, deep-water body, likely a sea or ocean, with a distinct, irregular shoreline. | ||
N36E025_008_037.png | train | 1 | 7 | 4 | 0 | 0 | 3 | 85 | The image depicts a coastal area dominated by a large expanse of water (85%), with several rocky islands and shorelines visible in the foreground. The land consists primarily of barren areas (3%) interspersed with small patches of grass (4%) and shrub (7%), with a negligible amount of tree cover (1%). | The scene is dominated by water (85%), with a small, sparsely vegetated landmass visible as a light-colored island or coastal strip, surrounded by dark water and featuring minimal tree and shrub cover. | The scene is predominantly water, covering 85% of the area, with minimal land cover such as grass, shrubs, and trees. This indicates a wetland or aquatic environment with sparse terrestrial vegetation. | The image depicts a coastal area with rocky terrain and small, sandy islands extending into a dark blue sea. Sparse vegetation covers the landmasses, suggesting a dry or arid environment. | A coastal region with a prominent, irregularly shaped island or peninsula in dark water, adjacent to a mainland with rugged, textured terrain suggesting varied land use or natural topography. | ||
N36E025_008_039.png | train | 2 | 0 | 28 | 0 | 0 | 2 | 68 | The image depicts a coastal area dominated by a large expanse of water (68%), with rocky, barren land (2%) and sparse grass (28%) along the shoreline. A small amount of tree cover (2%) is visible on the elevated landmasses. | The scene depicts a coastal area where a vast, dark water body (68%) dominates the left and central portions, bordered by rugged, sparsely vegetated land (28% grass, 2% tree, 2% barren) along the right and lower edges, indicating a predominantly aquatic environment with minimal terrestrial development. | The scene is predominantly water, covering 68% of the area, indicating a wetland or aquatic environment with minimal terrestrial vegetation. | The image depicts a rugged coastline with rocky terrain and sparse vegetation, bordering a deep blue sea. Small structures and roads are visible on the landmass, suggesting human settlement and limited agricultural use. | A coastal region with rugged, mountainous terrain bordering a large body of dark water, featuring sparse vegetation and visible human infrastructure along the shoreline. | ||
N36E025_008_040.png | train | 4 | 2 | 83 | 2 | 3 | 0 | 6 | The image depicts a hilly landscape dominated by extensive grasslands (83%), interspersed with a few scattered buildings (3%) and a small amount of cultivated land (2%). A network of winding paths and streams suggests human interaction with the terrain, alongside limited tree and shrub cover (4% and 2% respectively), a... | The scene depicts a predominantly grass-covered landscape with scattered built-up areas along the coast and in valleys, interspersed with minor patches of shrub and tree cover, suggesting a semi-arid or Mediterranean environment with limited agricultural development. | The scene is predominantly grassland, covering 83% of the area, with minor contributions from shrubs, trees, and built-up areas. This suggests a large open grassy landscape, possibly a pasture or natural grassland with limited human development. | The landscape consists primarily of terraced agricultural fields and winding roads traversing a hilly, brown terrain, with a coastal area exhibiting clustered white buildings. A small body of water is visible in the upper left corner. | A coastal mountainous region with sparse settlements and winding roads, featuring a prominent urban area along the shoreline and rugged, sparsely vegetated terrain dominating the interior. | ||
N36E025_008_041.png | train | 5 | 6 | 83 | 0 | 1 | 2 | 3 | The image depicts a hilly landscape dominated by extensive grassland (83%), with scattered shrubbery (6%) and a small amount of barren land (2%). A narrow road and a small area of built-up development (1%) are present, alongside a limited amount of water (3%) along the lower portion of the scene. | The scene depicts a predominantly grass-covered landscape with scattered shrubs and trees, interspersed with a small built-up area and a narrow water body along the coast, suggesting a rural or semi-rural terrain with minimal urban development. | The scene is predominantly grassland, covering 83% of the area, with minor contributions from shrubs, tree cover, and barren land. Built-up and water areas are negligible. | The landscape is dominated by rugged, hilly terrain with scattered patches of cultivated land and a network of roads. A small, dark area likely represents a body of water, situated along the lower slopes of the hills. | A rugged, mountainous terrain with scattered patches of agriculture and sparse settlements, bordered by a coastline with a distinct dark water body in the lower right. | ||
N36E025_009_034.png | train | 0 | 0 | 7 | 0 | 0 | 6 | 87 | The image depicts a coastal area dominated by a large expanse of water (87%), with a small area of barren land (6%) and a minimal amount of grass (7%) along the shoreline. The barren land appears to be fragmented into several small islands or peninsulas extending into the water. | The scene is dominated by a vast expanse of water (87%), with a narrow coastal strip featuring sparse grass and barren land, indicating a largely aquatic environment with minimal terrestrial development. | The scene is predominantly water, covering 87% of the area, with minimal grass and barren land. It appears to be a waterbody such as a lake or reservoir with very little surrounding terrestrial vegetation. | A coastal area features a peninsula with developed land, including buildings and roads, adjacent to a dark body of water. Smaller, rocky islands are visible offshore. | A coastal region with dense urban development along the shoreline, featuring a prominent bay and several smaller islands, surrounded by dark ocean waters. | ||
N36E025_009_035.png | train | 1 | 13 | 20 | 1 | 1 | 4 | 60 | The image depicts a coastal area dominated by a large expanse of water (60%), with scattered patches of grassland (20%) and shrubland (13%) along the shoreline and adjacent rocky outcrops. A small area of built-up land and barren ground are also visible, representing a minor portion of the overall landscape. | The scene is dominated by a large body of water (60%), surrounded by a narrow coastal fringe of mixed land cover including grass (20%), shrub (13%), and barren land (4%), with sparse tree and built-up areas (1% each), suggesting a semi-arid or coastal environment with limited inland development. | The scene is predominantly water, covering 60% of the area, with grass making up the next largest land cover at 20%. The rest of the land is composed of small patches of shrub, tree, crop, built-up, and barren areas, indicating a landscape dominated by water bodies. | The image depicts a coastal area with rocky, arid terrain and a small, vegetated island offshore, surrounded by dark blue water. A narrow strip of land appears to be utilized for a road or path along the coastline. | A coastal region with dark water bodies and surrounding landmasses featuring patchy vegetation and human settlements, including a small island in the center. | ||
N36E025_009_036.png | train | 3 | 18 | 66 | 4 | 1 | 3 | 5 | The image depicts a landscape dominated by extensive grasslands (66%) interspersed with scattered shrubbery (18%) and a small area of cultivated crops (4%). A network of roads and a few built-up areas (1%) are present alongside a narrow strip of water (5%) and patches of barren land (3%), suggesting a rural environment... | The scene is dominated by grasslands (66%) interspersed with shrublands (18%) and fragmented crop fields (4%), with small built-up areas (1%) and water bodies (5%) along the periphery, suggesting a rural landscape with agricultural and natural vegetation predominating. | The scene is dominated by grass (66%), indicating a large area of natural or managed grassland. Smaller portions are occupied by shrubs, crops, and bare land, with minimal built-up areas. | The landscape is dominated by terraced agricultural fields and scattered settlements amidst a rugged, hilly terrain. A coastal area with a small body of water is visible along the right edge of the image. | A patchwork of agricultural fields and scattered settlements dominates a coastal plain, bordered by a large body of water and a prominent river delta with visible wetlands. | ||
N36E025_009_037.png | train | 8 | 55 | 34 | 1 | 1 | 1 | 0 | The image depicts a landscape dominated by shrubland (55%) and grass (34%), interspersed with a network of roads and scattered built-up areas (1%). A significant area of trees (8%) is visible along the ridges, suggesting a hilly or mountainous terrain with a relatively low proportion of cultivated land (1%) and barren ... | The scene is dominated by shrubland (55%) and grassland (34%), forming a largely natural, vegetated expanse, with scattered patches of tree cover and small, fragmented areas of crop and built-up land, suggesting a semi-rural or agricultural landscape with minimal urban development. | The scene is dominated by shrub cover, accounting for 55% of the land use, with significant grassland (34%) and minor contributions from trees, crops, and built-up areas. This suggests a shrub-dominated landscape, possibly a natural or semi-natural ecosystem with some grassland patches. | The landscape exhibits a mix of agricultural fields, roads, and settlements interspersed with rugged, brown-toned mountainous terrain. A winding river and a lake are visible in the upper left portion of the image. | A mixed-land-use landscape featuring urban development, agricultural fields, and natural terrain, with a prominent river or waterway cutting through the scene. | ||
N36E025_009_039.png | train | 2 | 9 | 88 | 0 | 1 | 0 | 0 | The image depicts a landscape dominated by extensive grassland (88%), with scattered shrubs (9%) and a minimal amount of trees (2%). A thin, linear feature likely represents a road or path cutting through the terrain, and a small area of built-up land (1%) is visible in the lower right corner. | The scene is dominated by vast expanses of grassland (88%), with scattered shrub patches (9%) and minimal tree cover (2%), indicating a predominantly natural, open landscape. Small built-up areas (1%) are visible as isolated clusters, suggesting sparse human development within a largely rural or semi-arid environment. | The scene is dominated by grass (88%), indicating a large area of open, natural grassland or pasture. Minimal tree and shrub cover, along with very little built-up area, suggests a rural or natural landscape with limited human development. | The landscape is dominated by arid, reddish-brown terrain interspersed with patches of cultivated land and scattered vegetation, situated within a mountainous region with prominent ridgelines. A linear feature, likely a road or river, traverses the lower portion of the image. | A rugged, mountainous terrain with patchwork agricultural fields and scattered settlements, bordered by a coastal area with a visible body of water. | ||
N36E025_009_040.png | train | 3 | 9 | 75 | 1 | 1 | 3 | 8 | The image depicts a landscape dominated by extensive grassland (75%), with scattered shrubbery (9%) and a small area of cultivated crops (1%). A winding road cuts through the terrain, alongside a small body of water (8%) and minimal built-up areas (1%) and barren land (3%), with a limited presence of trees (3%). | The scene is dominated by grasslands (75%), with patches of shrub and tree cover interspersed across the landscape, while a narrow coastal strip features water and a small built-up area. The terrain appears rugged and hilly, with a winding road cutting through the central region. | The scene is dominated by grass (75%), indicating a large area of natural or managed grassland, with minor contributions from shrubs, tree cover, and sparse built-up and cropland. | The image depicts a hilly landscape with predominantly dry, brown vegetation and a winding road traversing through the terrain. Small clusters of buildings and patches of cultivated land are visible amidst the undulating hills and coastal area. | A coastal region with patchwork agricultural fields and scattered settlements, bordered by a prominent bay and a rugged coastline with a small island. | ||
N36E025_009_041.png | train | 2 | 4 | 18 | 0 | 1 | 2 | 73 | The image depicts a coastal area dominated by a large expanse of water (73%), with a narrow strip of grassy land (18%) and scattered barren areas along the shoreline. A small amount of built-up area (1%) and sparse vegetation (2% trees and shrubs) are present inland, adjacent to the coastline. | The scene depicts a coastal area where water dominates 73% of the view, with a narrow, sparsely vegetated landmass featuring scattered built-up areas and patches of grass and shrubs along the shoreline. | The scene is predominantly water, covering 73% of the area, indicating a wetland, lake, or coastal environment with minimal terrestrial land use. | The image depicts a coastal area with a rocky shoreline and sparse vegetation, likely indicating a Mediterranean or arid environment, adjacent to a dark blue sea. A road and some small structures are visible along the coastline. | A coastal region with dense urban development along the shoreline, transitioning to sparsely vegetated or barren land inland, bordered by a deep, dark sea with a distinct coastline. | ||
N36E025_010_012.png | train | 2 | 7 | 37 | 0 | 0 | 2 | 52 | The image depicts a coastal area dominated by water (52%), with a significant expanse of grass (37%) and barren land (2%) transitioning to rocky terrain along the shoreline. Sparse shrub cover (7%) and a minimal amount of trees (2%) are present, suggesting a semi-arid environment influenced by the proximity of the sea. | The scene depicts a coastal region where water dominates nearly half the area, forming a large, dark shoreline that curves along the edge of a rugged, hilly landmass. The land is primarily covered by grass (37%) and shrub (7%), with sparse tree cover (2%) and barren areas (2%), suggesting a semi-arid or Mediterranean l... | The scene is dominated by water, covering 52% of the area, indicating a wetland or aquatic environment with minimal terrestrial vegetation. | The image depicts a rugged, arid coastal landscape with rocky terrain and a narrow, winding road, adjacent to a dark blue sea. Sparse vegetation and a small, possibly developed area are visible along the shoreline. | A coastal region with rugged, mountainous terrain and a narrow strip of developed land along the shoreline, featuring a prominent bay and a small harbor. | ||
N36E025_010_013.png | train | 10 | 37 | 50 | 0 | 1 | 1 | 1 | The image depicts a rugged, mountainous landscape dominated by extensive grasslands (50%) interspersed with shrub cover (37%) and scattered trees (10%). A network of roads and a small area of built-up land (1%) are visible within the terrain, alongside a small body of water (1%) and some barren areas (1%). | The scene depicts a predominantly grass-covered, hilly landscape with scattered shrubs, featuring a small built-up area near a water body along the edge. The terrain is rugged and undulating, with vegetation dominating the spatial layout and minimal human development. | The scene is dominated by grass (50%), indicating a large area of open, natural vegetation such as meadows or pasture. Smaller portions are covered by shrubs and trees, with minimal built-up and barren areas. | The image depicts a rugged, mountainous terrain with sparse vegetation and a network of winding roads cutting through the landscape. A narrow, light-colored river channel meanders through the valley floor, suggesting a riparian area within the arid environment. | A rugged, mountainous terrain with patchy vegetation and scattered clearings, bordered by a large body of water to the north and a winding river or stream to the south. | ||
N36E025_010_014.png | train | 7 | 21 | 63 | 0 | 0 | 1 | 8 | The image depicts a rugged, arid landscape dominated by extensive grasslands (63%) interspersed with scattered shrubs (21%) and a small amount of tree cover (7%). A winding white road cuts through the terrain, alongside a narrow body of water (8%) and a small area of barren land (1%), suggesting a relatively dry and sp... | The scene depicts a rugged, arid landscape dominated by grasslands (63%) with scattered shrubs (21%) and sparse trees (7%), bordered by a narrow coastal strip of water (8%) and barren land (1%), featuring a winding road cutting through the terrain. | The scene is dominated by grass (63%), indicating a large area of open, vegetated land such as pasture or natural grassland. Small amounts of shrub and tree cover, along with minimal barren and water areas, suggest a relatively undisturbed, low-vegetation-density landscape. | The image depicts a rugged, arid landscape with extensive brown, rocky terrain and a winding white road cutting through a valley. A coastal area is visible in the upper right corner, suggesting a transition to a potentially more vegetated zone. | A rugged, arid mountainous terrain with sparse vegetation and a winding road, bordered by a dark body of water on one side and featuring small, scattered settlements in the valleys. | ||
N36E025_010_015.png | train | 1 | 4 | 19 | 0 | 0 | 1 | 75 | The image depicts a coastal landscape dominated by a large expanse of water (75%), with a narrow strip of barren land (1%) and scattered patches of grass (19%) along the shoreline. A small amount of shrub (4%) and tree (1%) vegetation is present on the exposed landmass. | The scene depicts a rugged coastal landscape where a narrow strip of arid, sparsely vegetated land (mostly grass and shrub) borders a vast, dominant body of water covering 75% of the image. The land cover is predominantly barren and grassy, with minimal tree cover, suggesting a dry, possibly mountainous or hilly coasta... | The scene is predominantly water, covering 75% of the area, with grass making up the next largest land cover. This indicates a wetland or aquatic environment with limited terrestrial vegetation. | The image depicts a coastal region with arid, sandy terrain and a narrow strip of vegetation along the shoreline, adjacent to a dark body of water. A rocky headland extends into the water, forming a distinct boundary between the land and the sea. | A rugged, arid coastal landform with sparse vegetation and winding roads hugs a dark ocean, indicating a mountainous or hilly terrain adjacent to a large body of water. | ||
N36E025_010_035.png | train | 0 | 21 | 23 | 0 | 0 | 5 | 51 | The image depicts a coastal area dominated by water (51%), with a significant portion of the land covered in shrub (21%) and grass (23%). A narrow strip of barren land (5%) extends along the coastline, adjacent to a steep, dark slope, suggesting a potential coastal cliff or rocky terrain. | The scene depicts a rugged coastal landscape where water dominates over 50% of the area, forming a dark, expansive shoreline that curves along the left side. The land, covering the remaining 49%, is primarily composed of shrub and grass cover, with barren areas scattered sparsely, suggesting a semi-arid or Mediterranea... | The scene is predominantly water-covered, making it the dominant land use, with significant areas of grass and shrub vegetation, and minimal barren land. | The image depicts a coastal area with a sandy beach, a rocky cliff face, and a narrow strip of cultivated land extending inland. A winding river channel cuts through the arid terrain, indicating a potential source of water for the agricultural area. | A rugged, arid coastline with terraced agricultural fields and sparse vegetation, bordered by dark ocean waters and featuring a prominent headland jutting into the sea. | ||
N36E025_010_036.png | train | 1 | 37 | 45 | 0 | 0 | 2 | 15 | The image depicts a landscape dominated by reddish-brown rock formations and a narrow strip of water along the lower edge, with a significant portion covered in grass (45%) and shrubbery (37%). A small area of barren land (2%) is also visible, and only 1% of the area is covered by trees. | The scene depicts a rugged, arid coastal landscape where grass dominates the inland terrain, interspersed with shrubs, while a narrow coastal strip features sparse trees and water along the shoreline. | The scene is dominated by grassland, covering 45% of the area, with significant shrub coverage at 37%, indicating a mixed grass-shrub ecosystem. Barren and water areas are minor components, suggesting a relatively vegetated, low-impact landscape. | The image depicts a rugged, rocky landscape with exposed sandstone cliffs and a narrow coastal plain. Sparse vegetation and a small, dark water body are present along the lower edge of the scene. | A rugged, arid coastline with steep, layered cliffs and sparse vegetation, transitioning to a flat, textured inland area with visible linear patterns suggesting human activity or natural drainage. | ||
N36E025_010_037.png | train | 0 | 33 | 49 | 0 | 0 | 4 | 14 | The image depicts a landscape dominated by brown shrub and grass cover (approximately 72%), with a small area of water (14%) along the lower edge and a minimal amount of barren land (4%). The terrain appears undulating with visible ridges and valleys, suggesting a relatively rugged, arid environment. | The scene depicts a rugged, arid coastal landscape dominated by grasslands (49%) and shrublands (33%), with scattered barren areas (4%) and a narrow coastal water body (14%) along the lower edge. The terrain shows a complex, textured pattern of natural vegetation and exposed earth, suggesting a semi-arid or Mediterrane... | The scene is dominated by grassland, covering 49% of the area, with shrubs making up a significant secondary cover at 33%. Barren and water areas are minor components, indicating a primarily vegetated, grass-dominated landscape. | The image depicts a rugged, arid landscape with extensive rocky terrain and scattered patches of vegetation, likely indicative of a semi-desert or mountainous region. A narrow strip of coastline borders the inland area, suggesting a coastal environment. | A rugged, arid coastline with sparse vegetation and exposed bedrock, featuring a prominent coastal cliff and a small, sheltered bay at the lower right. | ||
N36E025_010_038.png | train | 0 | 7 | 13 | 0 | 0 | 3 | 77 | The image depicts a coastal area dominated by a large expanse of water (77%), with a narrow strip of barren land (3%) and sparse vegetation consisting of shrub (7%) and grass (13%) along the shoreline. A road or path is visible traversing the barren area. | The scene depicts a coastal area where a narrow strip of land, covered primarily by water (77%) and sparse vegetation (shrub and grass totaling 20%), borders a large body of water. The land area shows a mix of barren terrain and low vegetation, suggesting a semi-arid or coastal environment with limited development. | The scene is predominantly water-covered, covering 77% of the area, with minor patches of shrub, grass, and barren land. This indicates a landscape dominated by water bodies, such as a lake, river, or wetland. | The image depicts a coastal region with arid, brown land transitioning to a dark, turbulent ocean, likely a shoreline with a sandy beach. A road and some structures are visible along the landward edge of the beach. | A coastal region with dense urban development along the shoreline, transitioning into arid, sparsely vegetated terrain inland, bordered by a deep, dark ocean. | ||
N36E025_011_012.png | train | 2 | 11 | 58 | 0 | 2 | 4 | 23 | The image depicts a landscape dominated by extensive grassland (58%) interspersed with scattered shrubbery (11%) and a small area of built-up land (2%), alongside a significant water body (23%) and patches of barren ground (4%). The terrain appears hilly with a winding road cutting through the grassy areas. | The scene depicts a predominantly grass-covered landscape (58%) with significant water bodies (23%) along the coastline, interspersed with patches of shrub and tree cover, and featuring sparse built-up areas and barren terrain. | The scene is dominated by grass (58%), indicating a large open, vegetated area likely consisting of pasture or natural grassland. Small patches of shrub and water contribute to the landscape, with minimal built-up and barren areas. | The image depicts a coastal region characterized by arid, rocky terrain and a winding road cutting through a valley. A small body of water and scattered structures suggest localized human settlement within this predominantly undeveloped landscape. | A rugged, mountainous coastal region with sparse vegetation and a few small settlements nestled in valleys, bordered by a dark sea with visible inlets and peninsulas. | ||
N36E025_011_013.png | train | 1 | 19 | 75 | 3 | 2 | 0 | 0 | The image depicts a hilly landscape dominated by extensive grasslands (75%), interspersed with small areas of cultivated crops (3%) and scattered shrubbery (19%). A network of winding roads and a few built-up areas (2%) traverse the terrain, suggesting a rural environment with agricultural activity. | The scene depicts a predominantly grass-covered landscape with scattered shrublands and isolated crop fields, interspersed with a small built-up area and winding roads, suggesting a rural, semi-arid region with limited human development. | The scene is dominated by grass (75%), indicating a large area of natural or managed grassland, with minor contributions from shrubs, crops, and built-up areas. | The image depicts a hilly landscape with cultivated fields interspersed with a winding road and scattered settlements, suggesting an agricultural area within a mountainous region. A prominent, meandering river flows through the valley floor, carving a path through the terrain. | A rugged, mountainous terrain with a winding river cutting through the landscape, featuring scattered agricultural fields and small settlements nestled in the valleys. | ||
N36E025_011_014.png | train | 7 | 21 | 72 | 0 | 0 | 0 | 0 | The image depicts a rugged, arid landscape dominated by extensive grasslands (72%), with scattered shrubs (21%) and a minimal amount of trees (7%). A winding, light-colored road or trail cuts through the terrain, suggesting a pathway across the predominantly grassy and rocky area. | The scene depicts a rugged, mountainous terrain with a dominant grassland cover (72%), interspersed with shrublands (21%) and sparse tree cover (7%), suggesting a semi-arid or highland environment where vegetation is adapted to steep slopes and limited water. | The scene is dominated by grass cover, indicating a vast open area such as a pasture, meadow, or natural grassland, with minimal tree and shrub coverage. | The image depicts a rugged, arid landscape with a winding stone structure, likely the Great Wall, traversing a hilly terrain dominated by brown and tan soil. Sparse vegetation and a small settlement are visible along the base of the hills. | A rugged, mountainous terrain with terraced agricultural fields and winding roads carved into the slopes, indicating intensive land use in a hilly region. | ||
N36E025_011_015.png | train | 4 | 13 | 46 | 1 | 0 | 2 | 34 | The image depicts a coastal landscape dominated by water (34%), with a significant area of grassland (46%) and barren land (2%) extending inland towards a rocky shoreline. A small percentage of shrubs (13%) and trees (4%) are scattered throughout the area, alongside a minimal amount of cultivated crops (1%). | The scene depicts a coastal landscape dominated by water (34%) and grass (46%), with a narrow, sparsely developed coastal strip featuring shrubs (13%) and scattered trees (4%), while barren land (2%) and minimal crop areas (1%) suggest limited agriculture and natural, arid terrain. | The scene is dominated by grass (46%), indicating a large area of open grassland or pasture. Water (34%) is also a significant component, suggesting a landscape with extensive wetlands or bodies of water interspersed among the grassland. | The landscape consists primarily of arid, hilly terrain interspersed with small settlements and a narrow coastal strip featuring a sandy beach and a dark blue sea. Rocky cliffs border the coastline, suggesting a coastal environment with limited vegetation. | A coastal area with rugged, arid terrain and a small settlement near a deep, dark bay with a turquoise nearshore zone. | ||
N36E025_012_012.png | train | 1 | 9 | 64 | 2 | 8 | 3 | 13 | The image depicts a landscape dominated by extensive grassland (64%) interspersed with scattered built-up areas (8%) and a significant amount of water (13%). Lower proportions are observed for shrub (9%), crop (2%), barren land (3%), and trees (1%), with the terrain exhibiting a hilly and uneven topography. | The scene depicts a coastal landscape dominated by grasslands (64%), with scattered built-up areas (8%) along the shoreline and in valleys, interspersed with patches of shrub and tree cover, and bordered by water bodies. | The scene is dominated by grass (64%), indicating a large area of open, natural or managed grassland. Smaller portions are covered by shrub, tree, and water, with built-up and barren areas being minimal. | The image depicts a hilly Mediterranean landscape with a developed coastal area featuring residential buildings and roads, interspersed with sparse vegetation and rocky terrain. A small body of water is visible along the coastline. | A coastal region with rugged, sparsely vegetated hills and a small town nestled along the shoreline, featuring a prominent bay and a narrow isthmus connecting the mainland to a small peninsula. | ||
N36E025_012_013.png | train | 2 | 2 | 89 | 1 | 6 | 0 | 0 | The image depicts a hilly landscape dominated by extensive grassland (89%), interspersed with a small area of cultivated crops (1%) and scattered built-up areas (6%). A network of roads and pathways winds through the terrain, with minimal tree or shrub cover (2% and 2% respectively). | The scene is dominated by vast expanses of grassland, with scattered small patches of crop fields and a modest built-up area concentrated in the lower-left corner, suggesting a rural landscape with limited urban development. | The scene is predominantly grassland, covering 89% of the area, with minimal crop, shrub, and built-up land use. | The image depicts a hilly region with a small town and scattered buildings, interspersed with a network of winding roads and agricultural fields. Terraced slopes and a narrow, light-colored drainage channel are prominent geographical features. | A rugged, mountainous terrain with scattered settlements and winding roads, featuring a prominent valley with a small body of water and dense clusters of buildings in the lower left. | ||
N36E025_012_015.png | train | 15 | 24 | 60 | 0 | 1 | 0 | 0 | The image depicts a landscape dominated by extensive grasslands (60%) interspersed with shrubs (24%) and scattered trees (15%), with a small area of built-up land (1%). A network of winding water channels cuts through the terrain, suggesting a potentially arid or semi-arid environment. | The scene depicts a rugged, mountainous terrain dominated by grass (60%), with shrubs (24%) and trees (15%) covering the slopes, while sparse built-up areas (1%) are visible along winding roads, indicating low human development in a largely natural landscape. | The scene is dominated by grassland, covering 60% of the area, indicating a predominantly open, natural or agricultural grass cover with minimal built-up or woody vegetation. | The image depicts a rugged, mountainous terrain with sparse vegetation and a network of winding river channels cutting through the landscape. A small settlement and road are visible within a valley floor. | A rugged, mountainous terrain with dense forest cover and winding roads carved along the slopes, indicating limited human development in a remote, elevated region. | ||
N36E025_012_016.png | train | 18 | 24 | 57 | 0 | 1 | 0 | 0 | The image depicts a rugged, hilly landscape dominated by extensive grasslands (57%) interspersed with scattered trees (18%) and shrubs (24%). A single, winding road and a small built-up area (1%) are visible traversing the terrain. | The scene depicts a rugged, mountainous terrain dominated by grasslands (57%) with interspersed shrublands (24%) and scattered trees (18%), while built-up areas are minimal (1%) and confined to narrow linear features like roads or settlements along the ridges. | The scene is predominantly grassland, with grass covering 57% of the area, indicating a large open, natural or managed grassy landscape. Sparse shrub and tree cover, along with minimal built-up areas, suggest a rural or natural environment with limited human development. | The image depicts a rugged, mountainous terrain with extensive dry, brown vegetation and a network of winding, light-colored roads. A small settlement is visible near the lower right corner, suggesting localized human activity within the arid landscape. | A rugged, mountainous terrain with winding roads and sparse vegetation, featuring a prominent river or valley cutting through the landscape and a small body of water in the upper right. | ||
N36E025_012_017.png | train | 5 | 9 | 36 | 0 | 0 | 1 | 49 | The image depicts a coastal landscape dominated by water (49%), with a significant area of grassland (36%) and sparse shrub cover (9%) along the shoreline. A small portion of barren land (1%) and scattered trees (5%) are visible inland, suggesting a transition zone between the coastal vegetation and a more arid terrain... | The scene depicts a coastal region where water dominates nearly half the area, bordered by a narrow strip of vegetation and human development along the shoreline, with the majority of the land covered by grasslands and sparse shrubs and trees. | The scene is dominated by water, covering 49% of the area, indicating a landscape with significant aquatic features such as lakes, rivers, or wetlands. Minimal land cover is composed of grass (36%), with small patches of shrub and tree, suggesting a predominantly wetland or riparian environment. | The image depicts a coastal region with arid, rocky terrain transitioning to a narrow strip of developed land along the shoreline, adjacent to a dark blue sea. A prominent, winding canyon cuts through the central landmass. | A coastal region with rugged terrain and a narrow strip of developed land along the shoreline, bordered by a deep blue sea with a distinct turquoise coastal fringe. | ||
N36E025_012_018.png | train | 1 | 0 | 10 | 0 | 0 | 1 | 88 | The image depicts a coastal area dominated by a large expanse of water (88%), with a rocky shoreline and a small area of barren land (1%) adjacent to the water. A minimal amount of grass (10%) and sparse trees (1%) are present along the shoreline. | The scene is dominated by a vast expanse of water (88%), with a narrow, irregularly shaped landmass along the bottom-left edge. This landmass is primarily barren (1%) with small patches of grass (10%) and sparse trees (1%), suggesting a sparsely vegetated, possibly arid or coastal terrain. | The scene is predominantly water, covering 88% of the area, indicating a wetland or coastal environment with minimal terrestrial vegetation. | A rocky coastline borders a dark, possibly vegetated, inland area, with a small strip of blue water separating the two. The land appears arid and sparsely covered with vegetation. | A coastal landmass with rugged, rocky terrain borders a dark ocean, featuring a small, bright coastal settlement or harbor nestled in a cove. | ||
N36E025_013_006.png | train | 4 | 9 | 37 | 0 | 0 | 2 | 48 | The image depicts a coastal landscape dominated by a large expanse of water (48%), with a significant area of grass (37%) and scattered shrubbery (9%) along the shoreline. A small proportion of trees (4%) and barren land (2%) are also visible, suggesting a coastal environment with a relatively open grassy area. | This coastal scene features a rugged, mountainous terrain with sparse vegetation—dominated by water (48%) along the coast and grass (37%) covering the lower slopes—interspersed with patches of shrub and tree cover, and small barren areas, suggesting a semi-arid or Mediterranean environment. | The scene is dominated by water, covering 48% of the area, indicating a wetland or coastal environment with significant aquatic coverage. Grass covers a substantial portion (37%), suggesting open, vegetated areas likely adjacent to or within the water body. | The image depicts a rugged, arid landscape with extensive rocky terrain and sparse vegetation, likely a desert or semi-desert environment. A narrow coastal strip with a small body of water is visible along the lower edge of the frame. | A rugged, mountainous coastal region with sparse vegetation and scattered settlements along the shoreline, bordered by dark ocean waters. | ||
N36E025_013_007.png | train | 10 | 18 | 39 | 0 | 0 | 1 | 32 | The image depicts a coastal landscape dominated by extensive grasslands (39%) and a significant water body (32%), with scattered trees (10%) and shrubs (18%) along the higher elevations and shoreline. A small area of barren land (1%) is also visible, suggesting a rugged, mountainous terrain. | This coastal scene features a rugged, mountainous terrain with a narrow strip of water along the top edge, dominated by grasslands covering nearly 40% of the land, interspersed with shrublands and trees, while barren areas are minimal. | The scene is dominated by grassland, covering 39% of the area, with significant coverage of shrubs and a notable presence of water, which accounts for 32% of the landscape. Grasslands are the primary land use, with water bodies playing a major role in shaping the scene. | The image depicts a rugged, mountainous coastal region with sparse vegetation and exposed rock formations, transitioning to a darker green area along the shoreline. A narrow strip of lighter-colored land appears to be a beach or coastal plain. | A rugged, mountainous coastal region with sparse vegetation and scattered settlements along the shoreline, bordered by dark ocean waters. | ||
N36E025_013_008.png | train | 3 | 10 | 11 | 0 | 0 | 3 | 73 | The image depicts a coastal area dominated by a large expanse of water (73%), with a rocky shoreline featuring sparse vegetation consisting primarily of grass (11%) and shrubs (10%). A small area of barren land is visible along the coastline, with only 3% covered in trees. | The scene depicts a coastal peninsula dominated by water (73%), with sparse, low-coverage vegetation (grass, shrub, tree) and barren land on the landmass, suggesting a rugged, arid or semi-arid environment with limited vegetative development. | The scene is predominantly water, covering 73% of the area, with grass and shrub cover making up smaller portions. This suggests a wetland or aquatic environment with limited terrestrial vegetation. | A rugged, arid coastal landscape dominates the image, featuring rocky cliffs and sparse vegetation meeting a dark blue sea. The terrain appears to be a coastal peninsula with a limited area of exposed land. | A coastal peninsula with rugged, mountainous terrain and a dense urban area along its shoreline, bordered by dark ocean waters. | ||
N36E025_013_012.png | train | 0 | 0 | 21 | 0 | 2 | 3 | 74 | The image depicts a coastal area dominated by water (74%), with a significant portion of the land covered in grass (21%) and interspersed with small areas of built-up areas (2%) and barren land (3%). A shoreline feature is visible along the coast, separating the land from the water. | The scene depicts a coastal region dominated by water (74%), with the remaining land primarily covered in grass (21%) and small patches of built-up areas (2%) and barren land (3%), suggesting a sparsely developed, naturally vegetated coastline. | The scene is predominantly water, covering 74% of the area, with a small portion of grass and minimal built-up and barren land. This suggests a wetland, lake, or coastal environment with limited terrestrial land use. | The image depicts a coastal area with a mix of developed urban and residential zones interspersed with vegetated hills and a rocky shoreline. A body of water borders the land, suggesting a coastal or island environment. | A coastal region with dense urban development along the shoreline and scattered settlements on hilly terrain, bordered by a large body of dark water. | ||
N36E025_013_013.png | train | 1 | 1 | 40 | 0 | 9 | 2 | 47 | The image depicts a coastal area dominated by water (47%), with a significant expanse of grass (40%) and a small area of built-up structures (9%) along the shoreline. Sparse vegetation, including shrubs (1%) and a few trees (1%), is interspersed with barren land (2%) and a sandy beach. | The scene features a large body of water dominating nearly half the area, bordered by a coastal built-up zone with scattered settlements and infrastructure. The surrounding land is primarily covered by grasslands, with smaller patches of shrub and tree cover, and a narrow barren strip along the shoreline. | The scene is dominated by water, covering 47% of the area, with significant grass coverage at 40%, indicating a landscape primarily composed of wetlands or a water-rich environment with surrounding grassy vegetation. Built-up areas are sparse, suggesting minimal human development. | The image depicts a small island with a coastline featuring a sandy beach and a small harbor, surrounded by densely built-up residential areas and sparse vegetation. A dark body of water occupies the lower portion of the frame, suggesting a bay or inlet. | A coastal urban area with dense settlement clusters along a deep bay, bordered by rugged, sparsely vegetated terrain and a narrow strip of lighter-toned beach. | ||
N36E025_013_014.png | train | 11 | 21 | 65 | 0 | 2 | 1 | 0 | The image depicts a hilly landscape dominated by extensive grassland (65%), with scattered shrubbery (21%) and a small area of built-up structures (2%). A reservoir is visible in the center of the image, surrounded by a mix of grass and some trees (11%). | The scene depicts a rugged, mountainous terrain dominated by grasslands (65%), with shrubs (21%) and trees (11%) covering the slopes, while sparse built-up areas (2%) and barren patches (1%) are scattered along valleys and ridges. | The scene is dominated by grass (65%), indicating a large area of open, natural vegetation such as meadows or pasture. Smaller portions are covered by shrubs and trees, with minimal built-up and barren areas. | Terraced agricultural fields and a small settlement are situated on a rugged, hilly landscape with a prominent reservoir feature. The area exhibits significant topographic variation and appears to be characterized by steep slopes and limited vegetation cover. | A small settlement with clustered buildings and a prominent rectangular reservoir is nestled in a rugged, mountainous terrain, with winding roads tracing the contours of the steep, forested slopes. | ||
N36E025_013_015.png | train | 6 | 12 | 81 | 0 | 1 | 0 | 0 | The image depicts a landscape dominated by extensive grassland (81%), with scattered shrubs (12%) and a small amount of trees (6%). A thin, light-colored road or trail winds through the area, and a small built-up area is visible in the upper right corner. | The scene is predominantly covered by grass (81%), forming a vast, continuous vegetated expanse, with sparse, fragmented patches of shrub (12%) and tree (6%) scattered across the landscape. Minimal built-up areas (1%) are visible as small, isolated developments, likely along the winding linear features that suggest roa... | The scene is dominated by grass (81%), indicating a large area of open, natural grassland or pasture. Minor patches of tree and shrub are present, with minimal built-up areas. | The image depicts a heavily forested mountainous region with a network of roads and trails cutting through the terrain. Sparse, patchy vegetation suggests areas of disturbance or different land management practices. | A rugged, mountainous terrain with dense forest cover interspersed by fragmented agricultural plots and winding roads, indicating a mix of natural and human-modified land use in a hilly region. |
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ARAS400k: A Large-Scale Remote Sensing Dataset Augmented with Synthetic Data for Segmentation and Captioning
Alternative title: Grounding Synthetic Data Generation With Vision and Language Models
ARAS400k contains 100,240 real and 300,000 synthetic remote sensing images (400,240 in total). Every image is 256×256 pixels and is paired with a semantic segmentation mask and five descriptive captions (2,001,200 captions in total).
This repository mirrors the official release on Zenodo: 10.5281/zenodo.18890661 (v1, published March 9, 2026). Code: https://github.com/caglarmert/ARAS400k
- Authors: Ümit Mert Çağlar (ORCID), Alptekin Temizel (ORCID) — Middle East Technical University
- License: CC BY 4.0
- Keywords: Semantic Segmentation, Image Captioning, Synthetic Data Generation, Remote Sensing, Deep Learning
Splits
| Split (Zenodo folder) | HF split | Images |
|---|---|---|
train |
train |
80,192 |
val |
validation |
10,024 |
test |
test |
10,024 |
synth |
synth |
300,000 |
| Total | 400,240 |
The train / validation / test splits are real images; synth holds the synthetic images.
Data format
On Zenodo each subset is a folder with images/, masks/ and captions.csv. Here, to stay within Hugging Face
repository file-count limits and to enable the dataset viewer, the same content is stored as sharded Parquet files under data/.
The PNG image and mask bytes are embedded unchanged (lossless, byte-identical to the Zenodo files), and each row is one
image / mask / captions record taken from captions.csv.
| Column | Description |
|---|---|
image |
256×256 PNG image |
mask |
256×256 PNG semantic segmentation mask |
filename |
Original file name (identical for the image, the mask and the captions.csv row), e.g. N36E025_000_002.png (real) or 0000.png (synthetic) |
split |
Original subset name (train, val, test, synth) |
Tree, Shrub, Grass, Crop, Built-up, Barren, Water |
Percentage of the image covered by each of the seven land cover classes |
hybrid_gemma3-4b, hybrid_qwen3-vl-8b, text_qwen3-4b, vision_gemma3-4b, vision_qwen3-vl-8b |
The five captions per image, one per caption-generation method |
Caption methods: vision_* captions are produced from the image by a vision-language model, text_* from the class
percentages by a language model, and hybrid_* from both.
Usage
from datasets import load_dataset
ds = load_dataset("caglarmert/ARAS400k", split="validation")
ex = ds[0]
ex["image"], ex["mask"], ex["hybrid_gemma3-4b"]
Use streaming=True to avoid downloading the full ~40 GB (the synth split alone is ~33 GB).
Citation
@article{ccauglar2026grounding,
title={Grounding synthetic data generation with vision and language models},
author={{\c{C}}a{\u{g}}lar, {\"U}mit Mert and Temizel, Alptekin},
journal={arXiv preprint arXiv:2603.09625},
year={2026}
}
Please also cite the Zenodo record (DOI 10.5281/zenodo.18890661) when using the data.
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