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.
☆25Updated 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.☆12Updated last year
- Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfal…☆25Updated 2 years ago
- Farm Scale Soil Moisture using Remote Sensing and Water Budget Products☆23Updated last year
- ☆15Updated 2 years ago
- Example hyperspectral notebooks☆17Updated 2 years ago
- Spatial Data Management with Google Earth Engine☆18Updated 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
- Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images☆20Updated 3 years ago
- Intended for an AMLD 2024 workshop.☆21Updated last year
- Course materials for EDS 220 "Remote Sensing and Environmental Data", at the University of California, Santa Barbara, offered in Fall 202…☆13Updated 4 years ago
- the Soil-Plant-Atmosphere Radiative Transfer model☆20Updated 4 years ago
- Phenological analysis of Remote Sensing data with Python☆29Updated last year
- 🗺️ To be able to discover, request and use aggregate imagery products based on landsat-8/9, Sentinel 2 and other sensors from within QG…☆17Updated 10 months ago
- Enhancement of MODIS NIDVI to 10m resolution using U-Net☆30Updated 2 years ago
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆22Updated 5 years ago
- ☆13Updated 3 years ago
- ☆15Updated 2 years ago
- Analysis of Sentinel-2 satellite images using Google Earth Engine☆27Updated 5 months ago
- Learning Python for spatio-temporal analysis☆11Updated 3 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 4 months ago
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆24Updated 3 years ago
- Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous US☆10Updated last year
- Compare Spectrograms of Hyperspectral and Multispectral Satellite Missions☆17Updated 5 years ago
- A variant of ESTARFM that locally corrects systematic bias☆19Updated last year
- A Colab notebook for land cover mapping and monitoring using Earth Engine☆37Updated 2 years ago
- Super-Resolution GAN for Remote Sensing Images☆25Updated last month
- Code for ML model for global irrigation☆16Updated 4 years ago
- Net Primary Productivity Estimations Powered by Google Earth Engine☆11Updated 2 years ago
- Deforestation forecasting with deep convolution neural networks☆31Updated 2 years ago