association-rosia / crop-forecastingLinks
Predicting rice field yields through the integration of Microsoft Planetary satellite images, meteorological data, and field information in the 2023 EY Open Science Data Challenge - Crop Forecasting.
☆24Updated last year
Alternatives and similar repositories for crop-forecasting
Users that are interested in crop-forecasting are comparing it to the libraries listed below
Sorting:
- Soil quality both increases crop production and improves resilience to climate change☆11Updated 3 years ago
- Satellite and sensor based model to predict soil moisture at the surface level.☆11Updated last year
- Farm Scale Soil Moisture using Remote Sensing and Water Budget Products☆23Updated last year
- Example hyperspectral notebooks☆17Updated 2 years ago
- Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfal…☆25Updated last year
- Using the Google Earth Engine (GEE) cloud platform, the Standardised Precipitation Index (SPI), the Soil Moisture Index (SMI), and the Ve…☆14Updated 3 years ago
- Course materials for EDS 220 "Remote Sensing and Environmental Data", at the University of California, Santa Barbara, offered in Fall 202…☆13Updated 3 years ago
- Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous US☆10Updated last year
- ☆15Updated 2 years ago
- ☆15Updated 2 years ago
- A Spatio-temporal Framework for Soil Property Prediction with Digital Soil Mapping (DSM)☆49Updated 2 weeks ago
- Deforestation forecasting with deep convolution neural networks☆30Updated 2 years ago
- Remote Sensing of Ice Albedo with GEE☆20Updated last year
- Spatial Data Management with Google Earth Engine☆17Updated 2 years ago
- Code for replicating "Machine learning methods for crop yield prediction and climate change impact assessment in agriculture", Environmen…☆21Updated 7 years ago
- A python jupyter notebook with a GUI using ipywidgets and the geemap python package for interactive surface water mapping using Google Ea…☆34Updated 2 months ago
- A variant of ESTARFM that locally corrects systematic bias☆18Updated last year
- Analysis of Sentinel-2 satellite images using Google Earth Engine☆27Updated 3 months ago
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆22Updated 5 years ago
- CMIP6 climate data extraction and treatment by multi-polygon shapefile using ESGF NetCDF and WORLDCLIM datasets☆11Updated 4 years ago
- Example python scripts to detect flash drought events from gridded soil moisture data☆12Updated last year
- the Soil-Plant-Atmosphere Radiative Transfer model☆20Updated 4 years ago
- Mapping sugarcane productivity in São Paulo. Project for the MBA in Data Science and Analytics.☆16Updated 2 years ago
- A repository folder regarding phenology extraction scripts utilizing existing packages (i.e. TIMESAT, CropPhenology) and proposing new me…☆11Updated 4 years ago
- This repository provides a code to model Land Surface Temperature (LST) as one of the most important environmental factors used to monito…☆10Updated 4 years ago
- Phenological analysis of Remote Sensing data with Python☆29Updated last year
- Satellite remote sensing based reservoir operations monitoring☆12Updated 2 years ago
- 🗺️ To be able to discover, request and use aggregate imagery products based on landsat-8/9, Sentinel 2 and other sensors from within QG…☆16Updated 8 months ago
- This repo contains interactive code examples from the 2021 book "Earth Observation Using Python."☆30Updated 11 months ago
- ☆13Updated 2 years ago