ejm714 / disaster_relief_from_space
Using satellite imagery to better target disaster relief efforts
☆16Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for disaster_relief_from_space
- Introductions to Keras to perform computer vision tasks, with data exploration, error analysis and improving results.☆18Updated 4 years ago
- Exploring the effect of COVID-19 in air pollution by using satellite data, with the sentinelsat and cartopy libraries.☆13Updated 4 years ago
- A walkthrough of tutorials I made for working with geospatial data in Python. Includes my evaluations of Python geospatial libraries, too…☆10Updated 4 years ago
- Simulation of urban heat islands in Lausanne with the InVEST urban cooling model☆16Updated 3 years ago
- Machine Learning based feature extraction of electrical substations from satellite data. Powered by IEEE-ICETCI, RRSC-Central, NRSC, and …☆8Updated 3 years ago
- Materials for 1/21/21 DataPhilly workshop☆26Updated 3 years ago
- NASA SEES (2021): CNN Mosquito Detection Research☆12Updated 2 years ago
- Getting acquainted with the concept of satellite imagery data and how it can be analyzed to investigate real-world environmental and huma…☆49Updated 5 years ago
- Segmenting center pivot agriculture to monitor crop water use in drylands with Mask R-CNN and Landsat satellite imagery☆29Updated 2 years ago
- ☆37Updated 4 years ago
- Prediction of Crop Yield for farmers based on weather, satellite data☆54Updated 6 years ago
- Helper repo for the 'Map-based Visualizations in Python' tutorial series on Medium.☆50Updated 4 years ago
- A Jupyter project that demonstrates how to access local data from OpenStreetMap to improve your ML models. Demonstrates the use of K-D Tr…☆12Updated 4 years ago
- Enhancement of MODIS NIDVI to 10m resolution using U-Net☆28Updated last year
- Satsense is a Python library for land use/cover classification using satellite imagery☆24Updated 4 years ago
- Using machine learning to recover air quality data from remote sensing datasets.☆12Updated 4 years ago
- Data and analysis of global warming☆16Updated 6 years ago
- Just messing around with weather data☆17Updated 3 years ago
- 🛰 🌴 AGBench is a Python library that benchmarks satellite-based aboveground biomass or carbon estimate maps.☆8Updated last month
- Python - Rasterio and Geopandas to calculate Zonal Statistics☆14Updated 5 years ago
- Detect container ships in Planet imagery using machine learning☆34Updated 4 years ago
- Exploiting ConvNet Diversity for Flooding Identification -- Flood Detection in Satellite Images [FDSI] -- [2017 Multimedia Satellite Task…☆16Updated 6 years ago
- Farm Scale Soil Moisture using Remote Sensing and Water Budget Products☆20Updated 7 months ago
- ☆35Updated 3 years ago
- Python implementation of image segmentation algorithm of Shepherd et al (2019) Operational Large-Scale Segmentation of Imagery Based on I…☆11Updated last month
- Data Science Research Project: Map poverty using satellite images.☆11Updated 4 years ago
- Overlay a GeoTiff raster data on Interactive map created by folium python. This tutorial will finish three tasks: (1) Export a NetCDF dat…☆12Updated 5 years ago
- ML pipeline tutorials for OSM labels to AWS Sagemaker☆26Updated last year
- Agricultural Monitoring exploiting Sentinel 1 and Sentinel 2. SandboxNL contains detailed explanations about the creation and usage of th…☆21Updated 3 years ago
- Visualizing data to better monitor issues around food security☆15Updated last year