Environmental Data Science Book
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- Exploring the SEVIRI Level 1.5 dataset
- Showcasing how to fine-tune a livestock detection model using DeepForest
- Showcasing a deep learning model for detecting floating objects
- Exploring Met Office UKV high-resolution dataset
- Showcasing the IceNet Python API
- Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature
- Exploring MODIS MOD021KM and FIRMS datasets
- Vehicle-based observation data processing and simple simulation experiments
- Describing a pipeline to preprocess NOAA gridded rainfall reanalysis dataset
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PublicA computational notebook community for open environmental data science 🌎- Showcasing the detectreeRGB model
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Public- Showcasing the IceNet model
- Showcasing the deepforest model
- Variational data assimilation with deep prior
- Detection and attribution of climate change using deep learning
- Exploring Land Cover Data
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Public- Exploring the Cosmos-UK soil moisture dataset
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