environmental-data-science
There are 2 repositories under environmental-data-science topic.
beatrizmilz / Environmental-Data-Science
A list of books, events, articles, journals, courses, etc related to Environmental Data Science.
environmental-data-science / envdatasci
Lectures, Data, and Exercises for Environmental Data Science at UCSB
Language:Jupyter Notebook 14amirgazar / Environmental-Impact-Assessment
performs Bayesian inference modeling to scope environmental impact assessments in sociotechnical energy systems
Language:R 4eds-book-gallery / 93463cac-471a-469d-ad52-0514fd9b67f2
Detection and attribution of climate change using deep learning
Language:Jupyter Notebook 3um-biological-station / umbs-ltreb
data cleaning and curation for forest tree, woody debris, and soil inventory data from long-term research plots for LTREB at the University of Michigan Biological Station
Language:R 3biomassives / Next-DatoCMS-Template
review portal for active sustainable community development projects
biodiversity-heritage-librarybiodiversity-informaticscarbon-creditscheckinscircular-economycommunity-projectcompostingenvironmental-data-scienceenvironmental-justicegardeninginternational-tradementorshipnature-conservationpollution-sensorsproject-managementschool-clubssustainable-development-goalswater-qualityLanguage:JavaScript 2carmengg / xarray_demonstration_Bren2023
This repo contains materials for my teaching demo at the Bren School of Environmental Science and Management. This demo class covers basic concepts about the NetCDF data format and the Python package xarray.
Language:Jupyter Notebook 1Showcasing the deepforest model
Language:Jupyter Notebook 1Exploring Met Office UKV high-resolution dataset
Language:Jupyter Notebook 1Learning the Underlying Physics of a Simulation Model of the Ocean's Temperature
Language:Jupyter Notebook 1Exploring Land Cover Data
Language:Jupyter Notebook 1EDS-Summit / eds-summit.github.io
Website for the Environmental Data Science Summit
Language:HTML 1floraham / texas-blackout
Analyzing areas affected by Texas blackout & socioeconomic factors that influenced recovery in 2021
metadatacenter-attic / phs-gdc
PHS-GDC Prototype
Language:JavaScript 1vinay-patel22 / TourPredict
TourPredict is a predictive modeling project that analyzes the impact of environmental factors on tourism resource allocation. Using data on temperature, air quality, noise levels, and visitor statistics, it builds models (Linear Regression, Random Forest) to forecast resource needs and optimize site management.
data-sciencedata-science-portfoliodata-science-projectsdata-visualization-dashboarddata-visualization-projectenvironmental-data-sciencekaggle-datasetlinear-regression-pythonmachine-learning-algorithmspredictive-modelingrandom-forestresource-allocationvinay-patelvinay-patel-portfoliovinay-patel22vinay-patel22-portfoliotourism-analysistourpredictLanguage:Jupyter Notebook 1Variational data assimilation with deep prior
Language:Jupyter Notebook 0Showcasing the IceNet Python API
Language:Jupyter Notebook 0Showcasing how to fine-tune a livestock detection model using DeepForest
Language:Jupyter Notebook 0Exploring the SEVIRI Level 1.5 dataset
Language:Jupyter Notebook 0Describing a pipeline to preprocess NOAA gridded rainfall reanalysis dataset
Language:Jupyter Notebook 0huymanhnguyen0811 / Arson
This repo is a demonstration of the workflow of the paper: An open-access computational fingerprinting workflow for source classifications of neat gasoline using GC×GC-TOFMS and Machine Learning
Language:Jupyter Notebook 0This repo is accompanying the publication: “Computational fingerprinting workflow for environmental source tracking of microplastic based on representative additives”
Language:Jupyter Notebook 0UCSB-Library-Research-Data-Services / bren-eds213
Databases and Data Management
Language:Jupyter Notebook 0a collection of weather data & data cleaning from the University of Michigan Biological Station, 1980 to 2020
Language:R 0wrjodjana / chicago-analysis
Investigation of vehicular emissions on Chicago's air quality through assessing traffic density, air quality trends and accessibility of EV stations
Language:HTML 0curtisjj42 / merrimack_river_analysis
Analysis of CSO Events in the Merrimack River
Exploring the Cosmos-UK soil moisture dataset
Language:Jupyter NotebookShowcasing the detectreeRGB model
Language:Jupyter NotebookExploring MODIS MOD021KM and FIRMS datasets
Language:Jupyter NotebookShowcasing the IceNet model
Language:Jupyter NotebookShowcasing a deep learning model for detecting floating objects
Language:Jupyter Notebook- Language:TeX
