Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-electric-grid-mapping
A curated list of resources in the field of electric grid mapping to improve global open data coverage, harmonization and quality for a sustainable energy transition.
https://github.com/open-energy-transition/awesome-electric-grid-mapping
Last synced: 5 days ago
JSON representation
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Grid Explorer and National Datasets
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Global
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Africa
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Europe
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North America
- U.S. Atlas of Electric Distribution System Hosting Capacity Maps
- U.S. Electric Power Transmission Lines
- California Energy Commision - Electric Transmission Lines
- ERCOT Transmission Grid Map - Texas
- California Electric Substations
- AESO Transmission Capability Map 2024 - Canada
- Hosting capacity for FortisAlberta's distribution circuits.
- US Electric Substations
- Electricity Transmission in Canada + US
- Yukon Energy Corporation Power Substations - Canada
- Pepco Holdings Capacity Planning Maps - Puerto Rico
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South and Middle America
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Asia
- Baker Institute China Energy Map
- OSW Project Areas & Transmission Lines - Japan
- Energy Map of India
- ASEAN Energy Database - South-East Asia
- OpenDevelopment Cambodia Map Explorer
- OpenDevelopment Mekong Map Explorer
- Indonesia Electricity Supply Business Plan 2021 - 2030
- (Malaysia) Sarawak Power Generation and Network
- (Malaysia) Sabah Energy Roadmap and Master Plan 2040
- Myanmar Existing Power Grid and Under Construction Projects
- Philippines Transmission Development Plan 2020-2040
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Australia and New Zealand
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Remote Mapping
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GridFinder
- gridfinder - Dataset
- A new predictive model for more accurate electrical grid mapping - Blog
- Methods for: Predictive mapping of the global power system using open data
- Predictive mapping of the global power system using open data - Paper
- Methods for: Predictive mapping of the global power system using open data
- gridfinder - Dataset
- Predictive mapping of the global power system using open data - Paper
- Predictive mapping of the global power system using open data - Paper
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TTPLA
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PGRID
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GridTracer
- GridTracer - Trainings Data
- GridTracer - Repository
- Power Grid Mapper - Code
- GridTracer - Trainings Data
- GridTracer - Repository
- Power Grid Mapper - Code
- GridTracer - Automatic Mapping of Power Grids using Deep Learning and Overhead Imagery
- GridTracer - Automatic Mapping of Power Grids using Deep Learning and Overhead Imagery
- Inferring Energy Infrastructure - Code
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Substation detection
- Substation detection on NSO imagery - Code
- Substation detection on NSO imagery - Data
- Improving satellite imagery segmentation using multiple Sentinel-2 revisits - Paper
- Improving satellite imagery segmentation using multiple Sentinel-2 revisits - Code
- Substation detection on NSO imagery - Data
- Substation detection on NSO imagery - Paper
- Substation detection on NSO imagery - Paper
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Substation detection on NSO imagery
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ml-hv-grid
- Machine Learning for High Volatage Grid Mapping - Report
- ml-hv-grid - Documentation
- Machine Learning for High Volatage Grid Mapping - Report
- ml-hv-grid - Documentation
- ml-hv-grid - Repository
- Mapping electrical towers in satellite imagery with smart-tracing - Slides
- ml-hv-grid - Repository
- Mapping electrical towers in satellite imagery with smart-tracing - Slides
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SAR
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Embeddings and GIS Foundation Models
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Grid Explorer
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OpenStreetMap
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Forums and Community
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Power Tags
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Quality Assurance Tools
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Mapping Performance Indicator
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Editors and Mapping Tools
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Data Catalogs
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Editors and Mapping Tools
- ENERGYDATA.INFO - Open Data and Analytics for a sustainable energy future
- Transmission network datasets wiki of openmod
- Open Energy Platform Grid Data
- Electricitymaps Data Sources
- Global Transmission Database - Consists of comprehensive data regarding existing and planned cross-border transmission capacities globally collated from public sources.
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Mapping Performance Indicator
- ENERGYDATA.INFO - Open Data and Analytics for a sustainable energy future
- Transmission network datasets wiki of openmod
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Editor
- Global Transmission Database - Consists of comprehensive data regarding existing and planned cross-border transmission capacities globally collated from public sources.
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Scientfic Publications
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Mapping Performance Indicator
- Towards an open pipeline for the detection of critical infrastructure from satellite imagery—a case study on electrical substations in The Netherlands
- Geospatial mapping of distribution grid with machine learning and publicly-accessible multi-modal data
- Predictive mapping of the global power system using open data
- Towards an open pipeline for the detection of critical infrastructure from satellite imagery—a case study on electrical substations in The Netherlands
- Geospatial mapping of distribution grid with machine learning and publicly-accessible multi-modal data
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Editors and Mapping Tools
- Modelling the High-Voltage Grid Using Open Data for Europe and Beyond
- Remote sensing methods for power line corridor surveys
- Open Data in Power Grid Modelling: New Approaches Towards Transparent Grid Models
- U.S. Test System with High Spatial and Temporal Resolution for Renewable Integration Studies
- A comparison of clustering methods for the spatial reduction of renewable electricity optimisation models of Europe
- A Reproducible Method for Mapping Electricity Transmission Infrastructure for Space Weather Risk Assessment
- Open Data in Power Grid Modelling: New Approaches Towards Transparent Grid Models
- Power Line Extraction and Reconstruction Methods from Laser Scanning Data: A Literature Review
- Using Deep Learning to Identify Utility Poles with Crossarms and Estimate Their Locations from Google Street View Images
- Inverse methods: How feasible are spatially low-resolved capacity expansion modelling results when disaggregated at high spatial resolution?
- Towards an open pipeline for the detection of critical infrastructure from satellite imagery—a case study on electrical substations in The Netherlands
- Geospatial mapping of distribution grid with machine learning and publicly-accessible multi-modal data
- Harmonized and Open Energy Dataset for Modeling a Highly Renewable Brazilian Power System
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Editor
- Modelling the High-Voltage Grid Using Open Data for Europe and Beyond
- Towards an open pipeline for the detection of critical infrastructure from satellite imagery—a case study on electrical substations in The Netherlands
- PGRID: Power Grid Reconstruction in Informal Developments Using High-Resolution Aerial Imager
- Remote sensing methods for power line corridor surveys
- Open Data in Power Grid Modelling: New Approaches Towards Transparent Grid Models
- U.S. Test System with High Spatial and Temporal Resolution for Renewable Integration Studies
- Geospatial mapping of distribution grid with machine learning and publicly-accessible multi-modal data
- Harmonized and Open Energy Dataset for Modeling a Highly Renewable Brazilian Power System
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Reports and News
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Editors and Mapping Tools
- NREL National Transmission Planning Study
- Electric grid overhaul presents inspection challenges
- Putting the mission in transmission: Grids for Europes Energy Transition
- The energy crisis hits Latin America, which is experiencing unprecedented blackouts and droughts
- Ember - Asia Data Transparency Report 2023
- Ember - Putting the mission in transmission: Grids for Europe’s energy transition
- In West’ Africa, the efforts of’ electrification are lead by the weakness of transport networks
- RIP first come, first served - Shifting gear to tackle power grid scarcity
- Speed up the construction of the power grid and break the bottleneck of energy transformation
- Integrating renewables into the Japanese power grid by 2030
- Brazil's grid caps power from wind and solar, threatening renewable projects
- Renewable Capacity Growth Severely Hit by Power Transmission Delays
- India’s Renewable Energy Expansion Poses Threats to Its Grid Stability
- India needs to explore incentives to improve renewables transmission capacity, power secretary says
- Transmission Adequacy in India: Building a resilient and sustainable grid
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Editor
- Putting the mission in transmission: Grids for Europes Energy Transition
- In West’ Africa, the efforts of’ electrification are lead by the weakness of transport networks
- RIP first come, first served - Shifting gear to tackle power grid scarcity
- The energy crisis hits Latin America, which is experiencing unprecedented blackouts and droughts
- Ember - Asia Data Transparency Report 2023
- Ember - Putting the mission in transmission: Grids for Europe’s energy transition
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Reports, Policy and News
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Mapping Performance Indicator
- Grids, the missing link - An EU Action Plan for Grids
- Lack of transmission lines puts wind and solar energy projects on hold in Brazil
- NREL National Transmission Planning Study
- Electric grid overhaul presents inspection challenges
- Grids, the missing link - An EU Action Plan for Grids
- Lack of transmission lines puts wind and solar energy projects on hold in Brazil
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Presentation and Videos
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Editors and Mapping Tools
- Pinpointing the power grid
- 10 years of power infrastructure mapping: what's next?
- Analysis of renewable energy infrastructure representations in OpenStreetMap
- AI for Transmission Grid Mapping: Methodology & Use Cases
- The Power of YouthMappers: Shining a Light on the Movement
- OpenGridMap pecha kucha style presentation
- Open-source Geo-spatial Assessment of Electricity Transmission Infrastructure
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Mapping Performance Indicator
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Editor
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Crowdsourced Mapping
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Communities and Initiatives
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Challenges
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Mapping Coordinating
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Tutorials and Training
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Crowdsourced Local Mapping
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Substation detection on NSO imagery
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Substation detection
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Policy
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Editors and Mapping Tools
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Grid Extraction, Transformation and Integration Tools
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Editors and Mapping Tools
- PyPSA Grid Analysis - Compares the PyPSA-Eur transmission grid database as well as the PyPSA-Earth transmission grid database for a selected region of 50 Hertz in Germany.
- earth-osm - Provides a Python API and a CLI interface to extract data for various infrastructure types, such as power lines, substations, and more.
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Programming Languages
Categories
Remote Mapping
45
Grid Explorer and National Datasets
43
OpenStreetMap
36
Scientfic Publications
26
Reports and News
21
Crowdsourced Mapping
13
Presentation and Videos
12
Crowdsourced Local Mapping
10
Data Catalogs
8
Grid Explorer
8
Reports, Policy and News
6
Grid Extraction, Transformation and Integration Tools
2
Policy
1
Sub Categories
Editors and Mapping Tools
48
Editor
19
Mapping Performance Indicator
18
Power Tags
16
Substation detection
11
Asia
11
North America
11
GridTracer
9
Substation detection on NSO imagery
9
ml-hv-grid
8
GridFinder
8
Forums and Community
6
South and Middle America
6
Challenges
5
Quality Assurance Tools
5
Europe
5
Global
4
TTPLA
4
Communities and Initiatives
4
Australia and New Zealand
4
PGRID
3
Tutorials and Training
2
Mapping Coordinating
2
Embeddings and GIS Foundation Models
2
Africa
2
SAR
1