Python and Google Earth Engine ML workflow for estimating inundation beneath clouds for flood mapping based on auxiliary data.
☆14Dec 13, 2020Updated 5 years ago
Alternatives and similar repositories for cloudy_flood_prediction
Users that are interested in cloudy_flood_prediction are comparing it to the libraries listed below
Sorting:
- GEE flood algorithm as described in DeVries et al., Remote Sensing of Environment (2020)☆44Dec 2, 2020Updated 5 years ago
- This repository contains a Jupyter Notebook for automatic flood extent mapping using space-based information.☆23Feb 21, 2023Updated 3 years ago
- A global database of historic and real-time flood events based on social media☆29Jun 22, 2023Updated 2 years ago
- Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfal…☆26Dec 13, 2023Updated 2 years ago
- A JavaScript code developed in Google Earth Engine (GEE) Platform to Detect Flooded Area along with Affected Population☆76Oct 1, 2019Updated 6 years ago
- Python implementation of image segmentation algorithm of Shepherd et al (2019) Operational Large-Scale Segmentation of Imagery Based on I…☆11Feb 24, 2026Updated last week
- Build and Analyse Sentinel-2 Time Series☆12Jan 7, 2025Updated last year
- A QGIS plugin which aids the assessment of classification accuracy derived from earth observation data☆13May 12, 2025Updated 9 months ago
- An interface for managing SWATPlus input and output files to aid in implementing, and visualizing the impact of land use changes on catch…☆12Nov 16, 2022Updated 3 years ago
- NASA SEES (2021): CNN Mosquito Detection Research☆12Mar 27, 2022Updated 3 years ago
- A model which simulates coastal flooding, and evaluated the economic benefits of climate adaptation strategies.☆11Dec 19, 2018Updated 7 years ago
- The Optical Reef and Coastal Area Assessment (ORCAA) tool in Google Earth Engine allows users to monitor, track, and evaluate water param…☆14Dec 21, 2020Updated 5 years ago
- Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu. Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classificatio…☆11Nov 14, 2021Updated 4 years ago
- This is the repo for udemy geodjango tutorial: Course link, https://www.udemy.com/course/introduction-to-web-mapping-and-web-gis-2020-geo…☆12Oct 1, 2020Updated 5 years ago
- Forecasting air pollution using ESA Sentinel-5p data, and an encoder-decoder convolutional LSTM neural network architecture, implemented …☆18Jan 4, 2020Updated 6 years ago
- ☆11Jan 6, 2022Updated 4 years ago
- Machine Learning Project - Classifying Satellite Images using Convolutional Neural Networks☆11Dec 24, 2018Updated 7 years ago
- Geomorphically-Informed Discharge Inversion☆12Apr 11, 2023Updated 2 years ago
- ☆10Sep 26, 2021Updated 4 years ago
- Observe the dataset of images and targets in few shots☆11Sep 27, 2022Updated 3 years ago
- Modification of SOMPY repo with robust K-means clustering (bootstrapped SSE elbow method)☆13Apr 6, 2019Updated 6 years ago
- Detecting stops in birds migrations tracks in Europe. Movingpandas and KeplerGL☆10Nov 29, 2021Updated 4 years ago
- This repository contains the files for running the Patchify GUI.☆11Nov 5, 2021Updated 4 years ago
- ☆17Sep 20, 2021Updated 4 years ago
- Experiments studying ensemble methods for stock portfolio selection☆15Oct 4, 2017Updated 8 years ago
- Repo for storing and tracking my self-study progress in Machine Learning☆12Oct 25, 2021Updated 4 years ago
- SCALAE: Formatting the Landscape: Spatial conditional GAN for varying population in satellite imagery☆13Jan 15, 2021Updated 5 years ago
- QGIS Plugin☆15Mar 29, 2022Updated 3 years ago
- A collection of simply bonkers huge tech tests from the industry. PRs welcome☆11Aug 18, 2021Updated 4 years ago
- ☆11Oct 29, 2023Updated 2 years ago
- Code and data for research paper Evolution of urban patterns: urban morphology as an open reproducible data science☆12Aug 30, 2022Updated 3 years ago
- A python tool to perform deep learning experiments on multimodal remote sensing data.☆11Sep 13, 2021Updated 4 years ago
- ☆11Jul 30, 2022Updated 3 years ago
- This repository includes biomass estimation workflows using remote sensing data including capacity building materials.☆12Jun 20, 2023Updated 2 years ago
- Repository of COVID-19 related materials developed in the Barrow Innovation Center☆13Apr 3, 2020Updated 5 years ago
- Code accompanying the article "Weakly Supervised Detection of Marine Animals in High Resolution Aerial Images"☆13Feb 23, 2022Updated 4 years ago
- A simple script to create geo-tagged image chips from high-resolution RS images for training deep learning models such as U-net.☆14Jun 29, 2021Updated 4 years ago
- Materials for SDSC 2021 Workshop☆34Jul 17, 2023Updated 2 years ago
- ☆18Jan 31, 2026Updated last month