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COP26 Climate Pact Use Cases

by abala Updated: Nov 15, 2021

Nearly 200 countries approved the U.N. brokered COP26 pact. John Kerry is optimistic that COP26 puts us closer than ever to avoiding climate chaos, while COP26 climate summit's president Alok Sharma was "deeply frustrated" with the outcome. Most countries have insisted that the agreement was important, though a small step in keeping alive the hopes of achieving the 1.5 degree Celsius temperature goal. It has raised hopes of 2030 climate action goals and a 2023 meeting to scale up the ambition of climate action. Reducing the usage of coal has been a sticky point. However, there has been unanimous support for the focus on adaptation, global methane pledge, and reversing forest loss and land degradation by 2030. It's pretty interesting to see there are 1000s of open source libraries on these topics of adaptation, methane emissions, and forest management. While the countries drive the larger goals, you can adopt many of these into your digital roadmap. The kandi kit on COP26 Climate Pact Use Cases showcases open source libraries to implement adaptation use cases across flooding and weather, methane monitoring, and afforestation.

Adaptation - Sea Levels and Weather

sea-level-riseby datasets

Python star image 16 Version:Current

License: Permissive (Unlicense)

Global Mean Sea Level Rise

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sea-level-riseby datasets

Python star image 16 Version:Current License: Permissive (Unlicense)

Global Mean Sea Level Rise
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2019-04-climate-changeby BuzzFeedNews

HTML star image 12 Version:Current

License: No License (null)

Data and R code underlying the maps and chart in the Apr. 22, 2019 BuzzFeed News post "Here And Now: These Maps Show How Climate Change Has Already Transformed The Earth" https://www.buzzfeednews.com/article/peteraldhous/climate-change-maps-ice-sea-level-rise

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2019-04-climate-changeby BuzzFeedNews

HTML star image 12 Version:Current License: No License

Data and R code underlying the maps and chart in the Apr. 22, 2019 BuzzFeed News post "Here And Now: These Maps Show How Climate Change Has Already Transformed The Earth" https://www.buzzfeednews.com/article/peteraldhous/climate-change-maps-ice-sea-level-rise
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aqua-monitorby Deltares

Python star image 36 Version:v0.1.0

License: Weak Copyleft (LGPL-3.0)

Monitoring surface water changes from space at global scale

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aqua-monitorby Deltares

Python star image 36 Version:v0.1.0 License: Weak Copyleft (LGPL-3.0)

Monitoring surface water changes from space at global scale
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stormTrackingby ecjoliver

Python star image 9 Version:Current

License: Strong Copyleft (GPL-3.0)

Automated detection and tracking of atmospheric storms (cyclones) and high-pressure systems (anticyclones), given a series of mean sea level pressure maps.

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stormTrackingby ecjoliver

Python star image 9 Version:Current License: Strong Copyleft (GPL-3.0)

Automated detection and tracking of atmospheric storms (cyclones) and high-pressure systems (anticyclones), given a series of mean sea level pressure maps.
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eddyTrackingby ecjoliver

Python star image 29 Version:Current

License: Others (Non-SPDX)

Code for the detection and tracking of eddies, following Chelton et al. (Prog. Ocean., 2011) given a series of sea level maps.

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eddyTrackingby ecjoliver

Python star image 29 Version:Current License: Others (Non-SPDX)

Code for the detection and tracking of eddies, following Chelton et al. (Prog. Ocean., 2011) given a series of sea level maps.
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esp8266-weather-station-colorby ThingPulse

C star image 421 Version:Current

License: Permissive (MIT)

ESP8266 Weather Station in Color using ILI9341 TFT 240x320 display

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esp8266-weather-station-colorby ThingPulse

C star image 421 Version:Current License: Permissive (MIT)

ESP8266 Weather Station in Color using ILI9341 TFT 240x320 display
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weather-stationby masneyb

C star image 148 Version:Current

License: Strong Copyleft (GPL-2.0)

A lightweight, self contained, solar-powered weather station for the Raspberry Pi.

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weather-stationby masneyb

C star image 148 Version:Current License: Strong Copyleft (GPL-2.0)

A lightweight, self contained, solar-powered weather station for the Raspberry Pi.
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Methane Emissions

Remote_sensing_CH4by dng55

Python star image 1 Version:v0.1-sample

License: No License (null)

Combining remote sensing products from Google Earth Engine with a methane emission model to characterize surface conditions of methane hotspots in wetlands.

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Remote_sensing_CH4by dng55

Python star image 1 Version:v0.1-sample License: No License

Combining remote sensing products from Google Earth Engine with a methane emission model to characterize surface conditions of methane hotspots in wetlands.
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Permafrost emissionsby escanyapobres

JavaScript star image 0 Version:Current

License: Permissive (MIT License)

Just an experiment to indentify methane emissions on Batagaika crater, Siberia. --- Només un experiment per intentar identificar les emissions de metà al crater Batagaika, Sibèria.

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Permafrost emissionsby escanyapobres

JavaScript star image 0 Version:Current License: Permissive (MIT License)

Just an experiment to indentify methane emissions on Batagaika crater, Siberia. --- Només un experiment per intentar identificar les emissions de metà al crater Batagaika, Sibèria.
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Methane-detection-from-hyperspectral-imageryby satish1901

Python star image 19 Version:Current

License: Permissive (MIT)

Deep Learning based Remote Sensing Methods for Methane Detection in Airborne Hyperspectral Imagery

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Methane-detection-from-hyperspectral-imageryby satish1901

Python star image 19 Version:Current License: Permissive (MIT)

Deep Learning based Remote Sensing Methods for Methane Detection in Airborne Hyperspectral Imagery
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GlobalEmissionsby GiadaFallo

JavaScript star image 2 Version:Current

License: No License (null)

Visualize GHG emissions

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GlobalEmissionsby GiadaFallo

JavaScript star image 2 Version:Current License: No License

Visualize GHG emissions
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Arctic_Meltdown_Analysisby nagavem

Scala star image 1 Version:Current

License: Others (Non-SPDX)

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Arctic_Meltdown_Analysisby nagavem

Scala star image 1 Version:Current License: Others (Non-SPDX)

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Afforestation

Deforestation Detectorby satelligence

Python star image 0 Version:Current

License: Permissive (MIT License)

Detect deforestation from satellite data timeseries by comparing observations with a predefined historical mean and variation.

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Deforestation Detectorby satelligence

Python star image 0 Version:Current License: Permissive (MIT License)

Detect deforestation from satellite data timeseries by comparing observations with a predefined historical mean and variation.
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deforestationby victorqribeiro

Python star image 26 Version:Current

License: Permissive (MIT)

A machine learning exercise, using KNN to classify deforested areas

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deforestationby victorqribeiro

Python star image 26 Version:Current License: Permissive (MIT)

A machine learning exercise, using KNN to classify deforested areas
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cloudlessby BradNeuberg

Python star image 293 Version:Current

License: Permissive (Apache-2.0)

Deep learning pipeline for orbital satellite data for detecting clouds

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cloudlessby BradNeuberg

Python star image 293 Version:Current License: Permissive (Apache-2.0)

Deep learning pipeline for orbital satellite data for detecting clouds
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gfwby Vizzuality

JavaScript star image 228 Version:6.4.4

License: Permissive (MIT)

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

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gfwby Vizzuality

JavaScript star image 228 Version:6.4.4 License: Permissive (MIT)

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

R star image 47 Version:Current

License: Strong Copyleft (GPL-3.0)

R package for spatial analysis and modelling of ecological systems

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spatialEcoby jeffreyevans

R star image 47 Version:Current License: Strong Copyleft (GPL-3.0)

R package for spatial analysis and modelling of ecological systems
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collect-earthby openforis

Java star image 36 Version:collect-earth-1.2.7_b

License: Permissive (MIT)

Open Foris Collect Earth. Augmented Visual Interpretation through Google Earth

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collect-earthby openforis

Java star image 36 Version:collect-earth-1.2.7_b License: Permissive (MIT)

Open Foris Collect Earth. Augmented Visual Interpretation through Google Earth
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