Discover wri/gfw-analysis Open Source project

Global Forest Watch: An online, global, near-real time forest monitoring tool

317

gfw

Image segmentations of trees outside forest

269

sentinel-tree-cover

Calculate gross GHG emissions, gross carbon removals (sequestration), and net flux from forests globally

160

carbon-budget

Template for the GFW Map Builder that is available through ArcGIS Online, as a stand-alone web application, & a library to build custom Forest Atlas web applications

gfw-mapbuilder

Characterizing urban land use with machine learning

UrbanLandUse

Deep learning approach to identifying demographics and topics of tweets

demographic-identifier

Make the Aqueduct 3.0 database available for download

aqueduct30_data_download

A repository holding code and example notebooks for change detection methodology for the Dynamic World Land Cover product.

rw-dynamicworld-cd

mmdetection-satellite-dinov2

The Global Forest Watch Fires app

gfw-fires-app

Aqueduct30Docker

add readme.md

CLI to convert raster data to points (CSV or Pandas Dataframe)

raster2points

Estimating surface reflectivity for multiple urban areas in the United States using machine learning

ReservoirWatchHack

UrbanHeatMitigation

CHARM, a model that estimates the GHG impacts and land-use requirements of forestry

charm-global-level

gfw-data-api

GFW Data API

Python code backing WRI technical note "Simulator to Quantify and Manage Electric Vehicle Load Impacts on Low-voltage Distribution Grids"

ev-simulator

Global Tree Cover Loss Analysis using Geotrellis and SPARK

gfw_forest_loss_geotrellis

Scala

cities-urbanshift

Documentation for creating the Natural Lands Map for SBTN Target Setting

natural-lands-map

Aqueduct 4.0 data and methodology

Aqueduct40

GFW Raster Analysis in AWS Lambda

gfw-raster-analysis-lambda

A system for automating information retrieval from a corpus of documents

retrieveR

global-pasture-watch

A convenience module and command line tool for GEE.

gee_toolbox

Aqueduct components is a collection of React components shared with all Aqueduct tools.

aqueduct-components

Country shapefiles and boundaries for WRI

wri-bounds

Makefile

gfw_pixetl

GFW ETL for raster tiles

Tools to manage pushing source data to the GFW Platform

gfw-sync2

A package for ML models that estimate plant-level annual generation

gppd-ai4earth-api

cities-cities4forests-indicators

gfw-tile-cache

GFW Tile Cache Service

Climate Watch Explore NDCs module. Full text of NDCs in HTML coding.

ndc

Systems Change Lab public data repository

wri-scl-data-public

fti_api

OPEN TIMBER PORTAL API

Ruby

gfw-datapump

Nightly batch process to generate summary statistics for user AOIs

Python Toolbox to translate domains, dataset alias, field alias and subtypes and manage metadata

ForestAtlasToolbox

POC of using AWS Lambda + Rasterio for raster calculations on S3

glad-raster-analysis-lambda

cities-cif

Generate new places to watch data when GLAD is updated

gfw-places-to-watch

A repository to hold code and examples for binary classification and regression relating to two AI4Earth projects: Mapping Global Carbon Mitigation and Predicting Future Deforestation in the Congo Basin

gfw-forestlearn

Process MAPSPAM data and make available in additional formats.

MAPSPAM

cities-dataportal-hazards

Python tools for analyzing large data lists.

wri-list-tools

jurisdictional-risk

Pipeline for GLAD tile processing

glad_tiles_pipeline

wri-terramatch-website

README info goes here :)

zonal-stats-app

gfw-water

otp-observations-tool

CLI and Helper modules for managing Descartes Labs Tasks

dl_jobs

Documentation and notes for dev projects

wri-terramatch-api

PHP

comms-dev-documentation

tree_canopy_fcn

tree canopy predictions

scripts for post processing hansen data on ee

hansen_ee_processing

Materials needed for exercises associated with a Terraform/Infrastructure as Code workshop for the World Resources Institute (WRI).

wri_sites

WRI profile

SCSS

gfw-iac-workshop

HCL

earth-dashboard

Global Forest Watch Commodities app

gfw-commodities-app

Template repository for python-based projects

template-python

Makefile

wri-wpsi

The Water, Peace and Security partnership website

Ruby

cities-indicators-dashboard-urbanshift

wri-odp

The WRI Open Data Portal

harvest fires in the last 24 hours and upload to cartodb

harvest-fires

Clojure

gfw-mapbuilder-georspo

GFW Climate: Biomass tiles

biomass_tiles

Arcpy client for GFW Forest Loss Analysis

gfw_forest_loss_geotrellis_arcpy_client

cities-OpenUrban

GlobAgri-WRR-Expansion

cities-heat-workspace

HTML, CSS, JavaScript code to build a workable UI for the GFW Open Data Portal

odp_front_end

CSS

spotutil

CLI tool to create a spot worker on AWS and launch processes

React component library for the Global Forest Watch project

gfw-components

ira-eligibility-enhancements

Web app for physical climate risk tool.

agriadapt

Massively multitask fine tuning of roBERTa for policy priority identification in unstructured text

policy-toolkit

Update GLAD sqlite database, CSV exports and country stats

glad-data-management

Enrich GLAD and Fire data with contextual information in Hadoop, upload results to GFW API

gfw-country-pages-analysis-2

Template for MkDocs-based public documentation, including the deployment pipeline to host on GitHub Pages using GitHub Actions.

gfw-dockerfiles

GFW Dockerfiles

Dockerfile

template-public-documentation

Makefile

cities-climatehazards-warmingscenarios

landmark

cities-socio-economic-vulnerability

UrbanTreeCanopy

Terraform module for GFW Core infrastructure on AWS

gfw-aws-core-infrastructure

cities-indicators

basemaps

ocean-watch

The Ocean Watch open data platform delivers science to policy makers developing sustainable ocean economies and operationalizing integrated ocean management.

urban extents from built-up

urban_extent

Code written in R to track the key factors in scoring that predicted applicant success

Vetting_Retro_Analysis_Code

cities-thermal-comfort-modeling