MahdiFattahi/vietnam-deforestation-risk-logistic
Updated
system:index string | defo int64 | district string | elevation int64 | label_std int64 | label_test_period int64 | label_train_period int64 | lat float64 | lon float64 | loss_any_2001_2024 int64 | loss_first_year int64 | mean_elevation_m int64 | mean_slope_deg float64 | rain_last12m_total_mm float64 | rain_mean_annual_2000_2024_mm float64 | rand float64 | slope int64 | split string | treecover2000 int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0000000000000000045f_0 | 0 | KBang | 469 | 0 | 0 | 0 | 14.1835 | 108.575066 | 0 | 0 | 469 | 1.332211 | 2,894.318317 | 2,468.456626 | 0.278675 | 1 | train | 84 |
00000000000000000255_0 | 0 | KBang | 685 | 0 | 0 | 0 | 14.285368 | 108.546229 | 0 | 0 | 686 | 1.332521 | 3,283.608838 | 2,704.445332 | 0.682412 | 3 | train | 73 |
00000000000000000258_0 | 0 | KBang | 672 | 0 | 0 | 1 | 14.228233 | 108.429811 | 1 | 2,014 | 672 | 2.939815 | 3,484.595584 | 2,837.824403 | 0.520381 | 3 | train | 66 |
00000000000000000337_0 | 0 | KBang | 568 | 0 | 0 | 0 | 14.19994 | 108.559977 | 0 | 0 | 574 | 11.349603 | 2,988.904824 | 2,527.354326 | 0.687389 | 3 | train | 33 |
00000000000000000247_0 | 0 | KBang | 807 | 0 | 0 | 0 | 14.410682 | 108.32875 | 0 | 0 | 806 | 4.167796 | 3,774.622886 | 2,999.91987 | 0.004256 | 4 | train | 69 |
0000000000000000012c_0 | 1 | MangYang | 950 | 1 | 1 | 1 | 14.05389 | 108.204892 | 1 | 2,018 | 950 | 8.45293 | 3,120.450289 | 2,850.12903 | 0.123985 | 3 | test | 80 |
0000000000000000013f_0 | 1 | MangYang | 880 | 1 | 1 | 1 | 14.029849 | 108.192049 | 1 | 2,020 | 880 | 9.12398 | 3,050.120392 | 2,790.39201 | 0.589201 | 4 | test | 75 |
0000000000000000014a_0 | 0 | MangYang | 720 | 0 | 0 | 0 | 14.093829 | 108.259203 | 0 | 0 | 720 | 5.12039 | 2,980.502912 | 2,690.12039 | 0.892039 | 2 | train | 88 |
A public derived demonstration dataset representing a subset of forest pixels in Gia Lai Province, Vietnam, configured for teaching, reproducibility audits, and modeling workflows.
system:index: Unique pixel identifier.defo: Deforestation flag.district: Ecological district (e.g. KBang or MangYang).elevation / mean_elevation_m: Elevation in meters.mean_slope_deg: Slope in degrees.rain_last12m_total_mm: Annual precipitation.treecover2000: Tree canopy density in the year 2000.split: Dataset split allocation (train or test).For testing and validating geospatial deforestation prediction models without distributing large raw GEE raster bands.
This dataset is published under the MIT License.