IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"
☆31Jul 7, 2024Updated last year
Alternatives and similar repositories for igarss24_DL4NH
Users that are interested in igarss24_DL4NH are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Learning for monitoring and forecasting natural hazards with earth observation data☆14Jul 17, 2023Updated 2 years ago
- ☆11Nov 10, 2021Updated 4 years ago
- Teleconnection-driven vision transformers for improved long-term forecasting☆35Nov 1, 2023Updated 2 years ago
- An open and accessible datacube for environmental and earth system monitoring☆38Sep 27, 2024Updated last year
- Notes and practicals for my "Physics of the Climate System" lecture☆29Aug 13, 2024Updated last year
- Code and data for Kuro Siwo flood mapping dataset☆74Sep 24, 2025Updated 6 months ago
- A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger f…☆62Jan 13, 2025Updated last year
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆19May 2, 2025Updated 10 months ago
- Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment☆20Oct 16, 2024Updated last year
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆24Mar 27, 2025Updated 11 months ago
- ☆26Apr 30, 2025Updated 10 months ago
- ☆16Mar 13, 2025Updated last year
- Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data☆19Jun 14, 2020Updated 5 years ago
- ☆20Jun 26, 2025Updated 8 months ago
- Repository for the paper "Interpreting Temporal Graph Neural Networks with Koopman Theory"☆12Jan 30, 2025Updated last year
- ☆19Feb 18, 2026Updated last month
- 🗺️ To be able to discover, request and use aggregate imagery products based on landsat-8/9, Sentinel 2 and other sensors from within QG…☆18Feb 10, 2025Updated last year
- Library for computing the Finite-time Lyapunov Exponents of 2D flows using xarray☆10Apr 25, 2022Updated 3 years ago
- Hephaestus: A large scale multitask dataset towards InSAR understanding☆75Jul 3, 2023Updated 2 years ago
- SegEval is a Python library that provides tools for evaluating semantic segmentation models☆14Jun 29, 2023Updated 2 years ago
- Turn xarray timestacks into GIFs☆100Jan 24, 2025Updated last year
- Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous US☆10Mar 28, 2024Updated last year
- PO.DAAC & NSIDC DAAC Github repository for AGU 2020 workshop.☆15Mar 14, 2026Updated last week
- Quantification of Uncertainties in Neural Networks☆11Feb 25, 2026Updated 3 weeks ago
- Conference presentations & podcast recordings☆21Oct 9, 2024Updated last year
- A thin client library to use the API of the ISIMIP repository using Python.☆16Mar 11, 2026Updated last week
- Download and access remote sensing data from any platform☆157Jan 10, 2023Updated 3 years ago
- "Causality: Models, Reasoning, and Inference-Judea Pearl(2009)"中文翻译及学习笔记☆15Feb 18, 2022Updated 4 years ago
- Google Earth Engine Feature Collections via Dask Dataframes☆67Dec 24, 2025Updated 3 months ago
- All the useful tools I have been using while working in data science for remote sensing☆11Nov 27, 2019Updated 6 years ago
- Landsat-Bench: Datasets and Benchmarks for Landsat Foundation Models☆18Jun 18, 2025Updated 9 months ago
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆29Nov 19, 2022Updated 3 years ago
- Repository for the paper "Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes"☆45Jun 15, 2024Updated last year
- Official implementation of Learning Dissipative Chaos In A Linear Way☆15Feb 6, 2025Updated last year
- ☆18Oct 16, 2025Updated 5 months ago
- Public website for the "Collaborative and Reproducible Data Science" course at UC Berkeley (Stat 159/259, Spring 2022 term).☆16Oct 31, 2022Updated 3 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- Adding language to Clay☆13Jul 3, 2024Updated last year
- FlipnSlide: A Python Package for for Preserving Spatial Context when Preprocessing Large Scientific Images☆17Oct 13, 2025Updated 5 months ago