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.
☆23Updated 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:
- 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
- Soil quality both increases crop production and improves resilience to climate change☆10Updated 3 years ago
- ☆13Updated 2 years ago
- Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous US☆10Updated last year
- Using the Google Earth Engine (GEE) cloud platform, the Standardised Precipitation Index (SPI), the Soil Moisture Index (SMI), and the Ve…☆14Updated 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
- Example hyperspectral notebooks☆16Updated 2 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
- Phenological analysis of Remote Sensing data with Python☆29Updated last year
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆22Updated 4 years ago
- Earth Observation for Python. A collection of helper functions and classes to read, process and save geospatial data☆13Updated 4 years ago
- ☆15Updated 2 years ago
- Intended for an AMLD 2024 workshop.☆22Updated last year
- ☆13Updated 2 years ago
- Deforestation forecasting with deep convolution neural networks☆27Updated 2 years ago
- Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images☆19Updated 2 years ago
- the Soil-Plant-Atmosphere Radiative Transfer model☆20Updated 3 years ago
- Remote Sensing of Ice Albedo with GEE☆20Updated last year
- This repo contains interactive code examples from the 2021 book "Earth Observation Using Python."☆29Updated 8 months ago
- Conformal prediction for Google Earth Engine☆19Updated 3 weeks ago
- Analysis of Sentinel-2 satellite images using Google Earth Engine☆27Updated 3 weeks ago
- ☆15Updated 2 years ago
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆22Updated 3 years ago
- Spatial Data Management with Google Earth Engine☆17Updated last year
- A repository folder regarding phenology extraction scripts utilizing existing packages (i.e. TIMESAT, CropPhenology) and proposing new me…☆11Updated 3 years ago
- https://www.nature.com/articles/s41597-025-04725-2☆19Updated 3 weeks ago
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆14Updated 2 years ago
- A QGIS plugin for Geographically Weighted Regression(GWR).☆11Updated 3 years ago
- Course repository for "Machine Learning for Earth and Environmental Sciences" (UNIL, FGSE, Fall 2022)☆14Updated 10 months ago