This is the official github repository of "An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions", accepted by KDD 2024.
☆44Sep 28, 2025Updated last year
Alternatives and similar repositories for CropNet
Users that are interested in CropNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch Implementation of "MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer", acc…☆67Mar 26, 2024Updated 2 years ago
- Pytorch implementation of "A source-free unsupervised domain adaptation method for cross-regional and cross-time crop mapping from satell…☆18Mar 16, 2026Updated 7 months ago
- [IEEE TGRS'23] Location-aware Adaptive Normalization: A Deep Learning Approach for Wildfire Danger Forecasting☆19Apr 7, 2025Updated last year
- A novel vegetation index time series based phenology detection method.☆13May 5, 2022Updated 4 years ago
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆74Mar 9, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆16Mar 21, 2026Updated 7 months ago
- ☆15Feb 24, 2026Updated 8 months ago
- Rice Crop Yield Estimation Using Satellite Data - EY Open Science Data Challenge 2023☆12Jul 25, 2023Updated 3 years ago
- HarvestStat-Africa: Open Access Harmonized Subnational Crop Statistics☆39Oct 1, 2026Updated last month
- This repository shows the implementation of a BERT based model which is trained to do aspect based sentiment analysis. The predictor- to…☆12Apr 17, 2025Updated last year
- #1 most-downloaded agricultural dataset on Hugging Face.☆21Oct 5, 2023Updated 3 years ago
- Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635☆15Jan 12, 2024Updated 2 years ago
- Using PostgreSQL and shiny with a dynamic leaflet map to monitoring trash cans☆20Feb 26, 2017Updated 9 years ago
- CY-Bench (Crop Yield Benchmark) is a comprehensive dataset and benchmark to forecast crop yields at subnational level. CY-Bench standardi…☆56Jul 20, 2026Updated 3 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Pytorch implementation of the Double-Step Framework to perform wildfires severity estimation from Sentinel-2 satellite images☆15Nov 10, 2022Updated 3 years ago
- A GNN-RNN approach for harnessing geospatial and temporal information: application to crop yield prediction☆23Jun 17, 2025Updated last year
- ☆29Dec 27, 2023Updated 2 years ago
- ☆13Dec 20, 2022Updated 3 years ago
- Official repository of CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders (NeurIPS '23)☆59Jan 10, 2024Updated 2 years ago
- Deep Learning for monitoring and forecasting natural hazards with earth observation data☆14Jul 17, 2023Updated 3 years ago
- Code for the paper Multi Modal Deep Learning Based Crop Classification Using Multispectral and Multitemporal Satellite Imagery published …☆29Aug 18, 2020Updated 6 years ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆216Jul 22, 2026Updated 3 months ago
- This repo aims to develope a foundational model using california CDL (Cropland Data Layer) for different downstream tasks.☆12Aug 2, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆13Feb 8, 2022Updated 4 years ago
- Predicting rice field yields through the integration of Microsoft Planetary satellite images, meteorological data, and field information …☆24Apr 16, 2024Updated 2 years ago
- [CVPR 2025 Highlight] Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentatio…☆61Jun 23, 2025Updated last year
- Starter notebook for AI4EO #MapYourCity challenge☆15Sep 18, 2025Updated last year
- ☆40Feb 6, 2023Updated 3 years ago
- Open source remote sensing dataset with benchmarks☆246Apr 30, 2024Updated 2 years ago
- Official implementation of SICKLE: A Multi-Sensor Satellite Imagery Dataset Annotated with Multiple Key Cropping Parameters (Oral Present…☆28Mar 27, 2024Updated 2 years ago
- This repository holds the code for an R package called CropPhenology. The package extracts phenological information of crops from multi t…☆30Jun 25, 2018Updated 8 years ago
- Implement code of paper "AgriFM: A Multi-source Temporal Remote Sensing Foundation Model for Agriculture mapping"☆75Jun 16, 2026Updated 4 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code for the paper RoWeeder: Unsupervised Weed Mapping through Crop-Row Detection☆14Feb 11, 2026Updated 8 months ago
- Repository for the breast ultrasound concept bottleneck model proposed in "Learning a Clinically-Relevant Concept Bottleneck for Lesion D…☆10Jun 5, 2024Updated 2 years ago
- Implementation of 'DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation' [CVPR 2022]☆51Oct 12, 2022Updated 4 years ago
- (IGARSS 2025) Prototype-based method for agricultural image time series classification.☆50Sep 5, 2024Updated 2 years ago
- ☆10Apr 25, 2025Updated last year
- ☆43Apr 21, 2026Updated 6 months ago
- A multimodal (i.e., Sentinel-2, Sentinel-1, and SRTM) remote sensing dataset in Hunan, China.☆36Mar 31, 2024Updated 2 years ago