A simple Python package to calculate and visualize some popular drought indices such as the SPI, SPEI and SGI.
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Apr 29, 2024 - Python
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drought-indices
Here are 16 public repositories matching this topic...
R package for the calculation of Standardized Index values (SPI, SPEI, SSI,...) on a daily basis.
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Apr 17, 2019 - R
Drought SPEI Index Spain Map 🔥🌡️🌧️
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Mar 25, 2020 - R
Using atmospheric humidity deficits to discern soil moisture deficits. Python code repository for Baldocchi et al. (2021)
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Dec 15, 2021 - Jupyter Notebook
A Matlab function to calculate Palmer Drought Severity Index (PDSI) using monthly temperature and precipitation data. Can determine values for multiple sites simultaneously.
climate
soil-moisture
drought
paleoclimate
potential-evapotranspiration
drought-indices
pdsi
palmer-drought-severity-index
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Mar 18, 2021 - MATLAB
📊🛰️ Data processing scripts, ML models, and Explainable AI results created as part of my Masters Thesis @ Johns Hopkins
python
machine-learning
timeseries
geospatial-data
remote-sensing
xgboost
drought
climate-science
google-earth-engine
ndvi
vegetation-health
xai
drought-indices
drought-monitoring
shapley-additive-explanations
ecological-drought
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Nov 17, 2023 - Jupyter Notebook
Near Real-Time Drought Exposure: Case Study of the Central Region, Ghana
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Feb 9, 2024 - Jupyter Notebook
Project on how to predict agricultural drought conditions using Vegetation Health Index in Google Earth Engine
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Jun 18, 2023 - JavaScript
Future Urban-Wildfire Risk Mapping (FUWRM), pronounced as "form". This repository holds the programming script files and some of the binaries that represent the predictive risk maps for wildfires in urban regions of Southern Victoria (AUS) and Northern California (USA) in 2030 and 2040.
neural-network
risk-analysis
image-analysis
predictive-modeling
google-earth-engine
urban-modeling
wildfire-management
landcover-classification
drought-indices
molusce
nighttime-lights
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Dec 21, 2020 - JavaScript
The "Drought Early Warning System's DataHub" (DEWS-DH) is a satellite datahub which is used to show and store satellite image data. Metrics like the NDVI or SMI are calculated on demand. The images are imported into a PostGIS database were they can be requested by third-party software for further processing.
tiff
gis
remote-sensing
copernicus
satellite-imagery
satellite-data
drought
jp2
climate-change
datahub
indices
sentinel-2
sentinel-1
drought-indices
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May 15, 2024 - Python
Agro-meteorological Monitoring INDices
climate-data
climatology
indices
drought-indices
ecmwf-reanalysis-data
agrometeorological-analysis
growing-degree-days
agrometeorology
weather-extremes
climate-anomalies
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Feb 1, 2024
Data and code for 'Investigating the drought sensitivity of intermontane-basin groundwater systems in western Montana using standardized drought indices' (Buckley, 2024)
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Apr 12, 2024 - Python
This repo contains javascript code used in Google Earth engine to perform various Geospatial Data analysis tasks on satellite data. The code utilizes Google earth engines own archive of Satellite data.
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Mar 15, 2024
This project employs R programming to compute the Standardized Precipitation Evapotranspiration Index (SPEI), a widely used drought index. SPEI calculations were conducted for Bahawalnagar District, Punjab, Pakistan.
data-visualization
temperature
data-analysis
climate-data
rainfall
r-language
r-programming
disaster-management
potential-evapotranspiration
meteorological-stations
meteorological-data
spei
drought-indices
drought-monitoring
drought-index
climate-analytics
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Mar 2, 2024 - R
Quantifying drought sensitivity in coconut agriculture
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Sep 20, 2023 - R
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