Spaces:
Sleeping
Sleeping
onfarmview
commited on
Commit
·
ac39321
1
Parent(s):
a91ee43
Add application file
Browse files- app.py +81 -0
- requirements.txt +5 -0
app.py
ADDED
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import streamlit as st
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# import leafmap.foliumap as geemap
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import geemap.foliumap as geemap
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from streamlit.components.v1 import html
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import ee
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import folium
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import pandas
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# import geemap.foliumap as geemap
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# import ee
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from datetime import date, timedelta, datetime
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st.set_page_config(layout="wide")
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st.sidebar.info(
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"""
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URL: <https://onfarmview.com>
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"""
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)
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st.sidebar.title("Contact")
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st.sidebar.markdown('<a href="mailto:admin@onfarmview.com">Contact Us</a>', unsafe_allow_html=True)
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st.title("On Farm View")
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footer_content = """
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<p>© 2023 On Farm View. </p>
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"""
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st.sidebar.markdown(footer_content, unsafe_allow_html=True)
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def ee_authenticate(token_name="EARTHENGINE_TOKEN"):
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geemap.ee_initialize(token_name=token_name)
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def maskCloudAndShadows(image):
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cloudProb = image.select('MSK_CLDPRB')
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snowProb = image.select('MSK_SNWPRB')
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cloud = cloudProb.lt(5)
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snow = snowProb.lt(5)
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scl = image.select('SCL')
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shadow = scl.eq(3); # 3 = cloud shadow
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cirrus = scl.eq(10); # 10 = cirrus
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# Cloud probability less than 5% or cloud shadow classification
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mask = (cloud.And(snow)).And(cirrus.neq(1)).And(shadow.neq(1))
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return image.updateMask(mask).divide(10000)
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map_center=(-43.525650, 172.639847)
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ee_authenticate(token_name="EARTHENGINE_TOKEN")
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m = geemap.Map(
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basemap="HYBRID",
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plugin_Draw=True,
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Draw_export=True,
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locate_control=True,
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plugin_LatLngPopup=True,
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center=map_center, zoom=15,
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)
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ed = date.today()
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sd = ed - timedelta(days=30)
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startDate = sd.strftime("%Y-%m-%d") + "T"
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endDate = ed.strftime("%Y-%m-%d") + "T"
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se2 = ee.ImageCollection('COPERNICUS/S2_SR').filterDate(
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startDate,endDate).filter(
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ee.Filter.lt("CLOUDY_PIXEL_PERCENTAGE",80)).map(maskCloudAndShadows).median()
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band = ['B4','B3','B2']
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rgbViza = {"min":0.0, "max":0.7,"bands":band}
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titlemap = "Sentinel 2 - Natural Color"
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m.addLayer(se2, rgbViza, titlemap)
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m.to_streamlit(height=650)
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requirements.txt
ADDED
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@@ -0,0 +1,5 @@
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+
streamlit
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+
streamlit-folium
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geemap
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leafmap
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click==8
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