Data

Tools

Indexes

Applications

Experiments

Open Source Science

geoforeco

An app to do climate monitoring over geospatial data

https://github.com/qoutioussama13/geoforeco

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (7.3%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

An app to do climate monitoring over geospatial data

Basic Info
  • Host: GitHub
  • Owner: QoutiOussama13
  • License: apache-2.0
  • Language: Python
  • Default Branch: main
  • Size: 44.9 KB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 2 years ago · Last pushed over 2 years ago
Metadata Files
Readme License Citation

README.md

GeoForEco

AI Earth Guardians

About

Our team, 'AI Earth Guardians,' has leveraged cutting-edge technology to create an innovative environmental monitoring system. This README provides an overview of our project, its purpose, and how it addresses critical environmental challenges.

Demo

Watch our project demo

Problem

Our project aims to address the critical problem of rapidly diminishing forests due to urbanization and various factors. This loss triggers economic, social, and environmental challenges, disrupting livelihoods, and exacerbating climate change.

Solution

We propose an environmental monitoring system that serves a threefold purpose: - In the short term, it offers real-time insights to local communities dependent on forests, safeguarding their livelihoods. - In the medium term, it aids environmental agencies and policymakers in making informed decisions to enhance forest conservation efforts. - In the long term, it contributes globally to climate change mitigation by reducing deforestation rates, ensuring a sustainable environment, and promoting a healthier planet.

How It Works

Our project is divided into three main parts: - Data Engineering: We gather and preprocess data from NASA's Copernicus dataset, specifically Harmonized Landsat Sentinel-2 (HLS) data. - AI-Machine Learning: We fine-tune the Pritvi Foundation model to monitor environmental changes in forests. - Deployment: We've developed a user-friendly interface that empowers users to input coordinates and a time range for monitoring.

Environmental Monitoring System

image

Owner

  • Name: Oussama Qouti
  • Login: QoutiOussama13
  • Kind: user

Data Science Student

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:

- family-names: "Fraccaro"
  given-names: "Paolo"
  affiliation: "IBM Research"
- family-names: "Gomes"
  given-names: "Carlos"
  affiliation: "IBM Research"
- family-names: "Jakubik"
  given-names: "Johannes"
  affiliation: "IBM Research"
- family-names: "Chu"
  given-names: "Linsong"
  affiliation: "IBM Research"
- family-names: "Gabby"
  given-names: "Nyirjesy"
  affiliation: "IBM Research"
- family-names: "Bangalore"
  given-names: "Ranjini"
  affiliation: "IBM Research"
- family-names: "Lambhate"
  given-names: "Devyani"
  affiliation: "IBM Research"
- family-names: "Das"
  given-names: "Kamal"
  affiliation: "IBM Research"
- family-names: "Oliveira Borges"
  given-names: "Dario"
  affiliation: "IBM Research"
- family-names: "Kimura"
  given-names: "Daiki"
  affiliation: "IBM Research"
- family-names: "Simumba"
  given-names: "Naomi"
  affiliation: "IBM Research"
- family-names: "Szwarcman"
  given-names: "Daniela"
  affiliation: "IBM Research"
- family-names: "Muszynski"
  given-names: "Michal"
  affiliation: "IBM Research"
- family-names: "Weldemariam"
  given-names: "Kommy"
- family-names: "Edwards"
  given-names: "Blair"
  affiliation: "IBM Research"
- family-names: "Schmude"
  given-names: "Johannes"
  affiliation: "IBM Research"
- family-names: "Hamann"
  given-names: "Hendrik"
  affiliation: "IBM Research"
- family-names: "Zadrozny"
  given-names: "Bianca"
  affiliation: "IBM Research"
- family-names: "Ganti"
  given-names: "Raghu"
  affiliation: "IBM Research"
- family-names: "Costa"
  given-names: "Carlos"
  affiliation: "IBM Research"
- family-names: "Watson"
  given-names: "Campbell"
  affiliation: "IBM Research"
- family-names: "Mukkavilli"
  given-names: "Karthik"
  affiliation: "IBM Research"
- family-names: "Parkin"
  given-names: "Rob"
  affiliation: "IBM Research"

- family-names: "Roy"
  given-names: "Sujit"
  affiliation: "University of Alabama in Huntsville"
- family-names: "Phillips"
  given-names: "Christopher"
  affiliation: "University of Alabama in Huntsville"
- family-names: "Ankur"
  given-names: "Kumar"
  affiliation: "University of Alabama in Huntsville"
- family-names: "Ramasubramanian"
  given-names: "Muthukumaran"
  affiliation: "University of Alabama in Huntsville"
- family-names: "Gurung"
  given-names: "Iksha"
  affiliation: "University of Alabama in Huntsville"
- family-names: "Leong"
  given-names: "Wei Ji"
  affiliation: "Development Seed"
- family-names: "Avery"
  given-names: "Ryan"
  affiliation: "Development Seed"
- family-names: "Ramachandran"
  given-names: "Rahul"
  affiliation: "NASA"
- family-names: "Maskey"
  given-names: "Manil"
  affiliation: "NASA"
- family-names: "Olofossen"
  given-names: "Pontus"
  affiliation: "NASA"
- family-names: "Fancher"
  given-names: "Elizabeth"
  affiliation: "Barrios Technology"
- family-names: "Lee"
  given-names: "Tsengdar"
  affiliation: "NASA"
- family-names: "Murphy"
  given-names: "Kevin"
  affiliation: "NASA"
- family-names: "Duffy"
  given-names: "Dan"
  affiliation: "NASA"
- family-names: "Little"
  given-names: "Mike"
  affiliation: "NASA"
- family-names: "Alemohammad"
  given-names: "Hamed"
  affiliation: "Clark University"
- family-names: "Cecil"
  given-names: "Michael"
  affiliation: "Clark University"
- family-names: "Li"
  given-names: "Steve"
  affiliation: "Clark University"
- family-names: "Khallaghi"
  given-names: "Sam"
  affiliation: "Clark University"
- family-names: "Godwin"
  given-names: "Denys"
  affiliation: "Clark University"
- family-names: "Ahmadi"
  given-names: "Maryam"
  affiliation: "Clark University"
- family-names: "Kordi"
  given-names: "Fatemeh"
  affiliation: "Clark University"
- family-names: "Saux"
  given-names: "Bertrand"
  affiliation: "ESA"
- family-names: "Pastick"
  given-names: "Neal"
  affiliation: "USGS"
- family-names: "Doucette"
  given-names: "Peter"
  affiliation: "USGS"
- family-names: "Fleckenstein"
  given-names: "Rylie"
  affiliation: "USGS"
- family-names: "Luanga"
  given-names: "Dalton"
  affiliation: "DOE/ORNL"
- family-names: "Corvin"
  given-names: "Alex"
  affiliation: "RedHat"
- family-names: "Granger"
  given-names: "Erwan"
  affiliation: "RedHat"
title: "HLS Foundation"
doi: https://huggingface.co/ibm-nasa-geospatial/Prithvi-100M
license: "Apache 2.0"
date-released: 2023-08-03
repository-code: "https://github.com/nasa-impact/hls-foundation-os"

GitHub Events

Total
Last Year