CoRE Stack: Commoning for Resilience and Equality is a social-tech enterprise dedicated to empowering underserved communities in low-resource and remote areas. Through our innovative participatory tech platforms, we foster community awareness of various pathways for resilience and development, promoting scientific decision-making and improved solidarity. We focus on strengthening community institutions to ensure equity and alignment along these pathways. Our commitment includes responsible AI practices, ethical considerations, and the use of open-source tools for transparent and accountable development. By enhancing understanding within communities and enabling them to manage natural resources, we contribute to a more sustainable, climate-resilient future with a focus on fairness, inclusivity, and environmental sustainability.
Our esteemed partners on this journey include renowned institutions like IIT Delhi, IIT Palakkad, Gram Vaani, and Magasool. Strengthening our mission and shared goals with consistent support and collaborative affiliations with GIZ, RainMatter, FES, Common Grounds, and Tarides.
If you have run out of energy or time for your project, put a note at the top of the README saying that development has slowed down or stopped completely. Someone may choose to fork your project or volunteer to step in as a maintainer or owner, allowing your project to keep going. You can also make an explicit request for maintainers.
graph TB
%% Data Sources
NASA[🛰️ NASA Data Sources<br/>MODIS, Landsat, VIIRS<br/>REST API, JSON, GeoTIFF]
%% Core Processing
GEE[⚙️ Google Earth Engine<br/>Petabyte-scale Computation<br/>JavaScript, Python APIs<br/>Cloud-native Processing]
%% Quality Assurance
QA[✓ Quality Assurance Layer<br/>ML Validation Models<br/>Statistical Analysis<br/>Human Moderation Queue]
%% Data Storage & Services
PostGIS[(🗄️ PostGIS Database<br/>Spatial Data Store<br/>Temporal Indexing<br/>ACID Compliance)]
GeoServer[🌍 GeoServer<br/>OGC Standards: WMS/WFS/WCS<br/>REST API Gateway<br/>Spatial Data Federation]
%% Applications
WebApp[💻 Web Application<br/>React + TypeScript<br/>WebGL Rendering<br/>Real-time Collaboration]
MobileApp[📱 Mobile App<br/>React Native<br/>Android: Dart<br/>Offline-first Architecture]
%% Community & Planning
Community[👥 Community Platform<br/>Participatory Mapping<br/>Consensus Protocols<br/>Stakeholder Management]
DPR[🤖 Automated DPR Generator<br/>ML-driven Impact Assessment<br/>Resource Optimization<br/>Regulatory Compliance]
%% Data Flow Connections
NASA -->|Scheduled ETL<br/>Batch Processing| GEE
GEE -->|Processed Datasets<br/>Quality Metrics| QA
QA -->|Validated Data<br/>Metadata Enrichment| PostGIS
PostGIS <-->|Spatial Queries<br/>Transaction Log| GeoServer
%% Application Connections
GeoServer -->|REST API<br/>JSON/GeoJSON| WebApp
GeoServer -->|Mobile API<br/>Compressed Tiles| MobileApp
%% Bidirectional Data Flow
WebApp <-->|User Contributions<br/>Real-time Updates| PostGIS
MobileApp -->|Field Data Collection<br/>Crowdsourced Intelligence| PostGIS
%% Community Integration
WebApp -->|Visualization Layer<br/>Interactive Maps| Community
Community -->|Planning Workflows<br/>Decision Records| DPR
PostGIS -->|Historical Data<br/>Trend Analysis| DPR
%% System Objectives (as subgraphs)
subgraph "🔍 Ecosystem Intelligence"
NASA
GEE
QA
end
subgraph "🛠️ Scientific Tooling"
PostGIS
GeoServer
WebApp
end
subgraph "🤝 Participatory Governance"
MobileApp
Community
end
subgraph "🤖 Automated Impact Assessment"
DPR
end
%% Styling
classDef dataSource fill:#FF6B6B,stroke:#333,stroke-width:2px,color:#fff
classDef processing fill:#4ECDC4,stroke:#333,stroke-width:2px,color:#fff
classDef storage fill:#45B7D1,stroke:#333,stroke-width:2px,color:#fff
classDef application fill:#96C93D,stroke:#333,stroke-width:2px,color:#fff
classDef community fill:#FDA085,stroke:#333,stroke-width:2px,color:#fff
classDef intelligence fill:#A8EDEA,stroke:#333,stroke-width:2px,color:#333
class NASA dataSource
class GEE,QA processing
class PostGIS,GeoServer storage
class WebApp,MobileApp application
class Community community
class DPR intelligence
