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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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+
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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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+
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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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+
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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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+
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+ # Main title
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+ st.title("Heatmap view:")
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+
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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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+
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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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+
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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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+
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+ # Display the map
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+ m.to_streamlit(height=600)
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+
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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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+
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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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+
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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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+ )
chambal_centroids.geojson ADDED
The diff for this file is too large to render. See raw diff
 
kathajodi_centroids.geojson ADDED
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+ "name": "kathajodi_centroids",
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requirements.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ streamlit
2
+ leafmap
3
+ pandas
4
+ geopandas