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Upload 4 files
Browse files- app.py +69 -0
- chambal_centroids.geojson +0 -0
- kathajodi_centroids.geojson +481 -0
- requirements.txt +4 -0
app.py
ADDED
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import streamlit as st
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import leafmap.foliumap as leafmap
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import geopandas as gpd
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# Function to load GeoJSON data
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@st.cache_data
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def load_geojson_data(file_path):
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gdf = gpd.read_file(file_path)
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return gdf
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# Load the provided GeoJSON data
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geojson_file_path = 'kathajodi_centroids.geojson'
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geojson_data = load_geojson_data(geojson_file_path)
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# Sidebar for user input
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st.sidebar.title("Geospatial Data Visualization")
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timestamp = st.sidebar.select_slider("Time", options=[f"{year}-01" for year in range(2016, 2024)])
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# Main title
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st.title("Heatmap view:")
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# Create a Leafmap map with satellite basemap
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m = leafmap.Map(center=[20, 78], zoom=5, basemap="SATELLITE")
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# Function to generate heatmap data
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def generate_heatmap_data(gdf):
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return [(point.y, point.x) for point in gdf.geometry]
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# Add heatmap data
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heatmap_data = generate_heatmap_data(geojson_data)
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m.add_heatmap(heatmap_data, radius=15)
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# Display the map
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m.to_streamlit(height=600)
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# Add an informational box
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with st.expander("View Information"):
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st.write(f"Selected Time: {timestamp}")
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num_points = len(geojson_data)
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total_area = geojson_data.geometry.area.sum()
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st.write(f"Number of Points: {num_points}")
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st.write(f"Total Area: {total_area:.2f} sq km")
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# Display the summary stats in a fixed position (simulate top-right box)
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css_code = """
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<style>
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.fixed-box {
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position: fixed;
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top: 50px;
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right: 50px;
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width: 200px;
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background-color: white;
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padding: 10px;
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border: 1px solid black;
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z-index: 100;
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}
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</style>
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"""
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st.markdown(css_code, unsafe_allow_html=True)
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st.markdown(
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f"""
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<div class="fixed-box">
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<strong>Summary Stats:</strong>
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<p>Number of Points: {num_points}</p>
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<p>Total Area: {total_area:.2f} sq km</p>
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</div>
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""", unsafe_allow_html=True
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)
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chambal_centroids.geojson
ADDED
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The diff for this file is too large to render.
See raw diff
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kathajodi_centroids.geojson
ADDED
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| 1 |
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{
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"type": "FeatureCollection",
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"name": "kathajodi_centroids",
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"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
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| 5 |
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"features": [
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| 6 |
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{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.777070574850271, 20.483563227544906 ] } },
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| 7 |
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{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.810113902195582, 20.483009270708585 ] } },
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| 8 |
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{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.788838610778456, 20.481542033682633 ] } },
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| 9 |
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{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.802258278357556, 20.481336706052183 ] } },
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| 10 |
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{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.773455789903778, 20.480775401388986 ] } },
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| 11 |
+
{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.783194145708578, 20.479517845459082 ] } },
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| 12 |
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{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.76171598293412, 20.47742553551647 ] } },
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| 13 |
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{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.784080516189917, 20.477272142625043 ] } },
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| 14 |
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{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.79123691232347, 20.476377314990394 ] } },
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| 15 |
+
{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.820366552181355, 20.475218584313517 ] } },
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| 16 |
+
{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.795365610488105, 20.475264491371799 ] } },
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| 17 |
+
{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.779478081437119, 20.474969410678643 ] } },
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| 18 |
+
{ "type": "Feature", "properties": { "DN": 0 }, "geometry": { "type": "Point", "coordinates": [ 85.762821883147993, 20.472157277673222 ] } },
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| 19 |
+
{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.799787230134328, 20.471779606631333 ] } },
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| 20 |
+
{ "type": "Feature", "properties": { "DN": 0 }, "geometry": { "type": "Point", "coordinates": [ 85.820504508982012, 20.471031825598796 ] } },
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| 21 |
+
{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.774724001457471, 20.471828053483939 ] } },
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| 22 |
+
{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.761984158482448, 20.472405047080436 ] } },
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| 23 |
+
{ "type": "Feature", "properties": { "DN": 0 }, "geometry": { "type": "Point", "coordinates": [ 85.817513131789312, 20.470481760113032 ] } },
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| 24 |
+
{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.821133335329336, 20.46853153393214 ] } },
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| 25 |
+
{ "type": "Feature", "properties": { "DN": 0 }, "geometry": { "type": "Point", "coordinates": [ 85.832355200910627, 20.468888059415775 ] } },
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| 26 |
+
{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.814099072897648, 20.467819396706581 ] } },
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| 27 |
+
{ "type": "Feature", "properties": { "DN": 1 }, "geometry": { "type": "Point", "coordinates": [ 85.820055347305399, 20.467858570429652 ] } },
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|
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|
| 480 |
+
]
|
| 481 |
+
}
|
requirements.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
streamlit
|
| 2 |
+
leafmap
|
| 3 |
+
pandas
|
| 4 |
+
geopandas
|