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Projects in Awesome Lists tagged with geospatial-analysis

A curated list of projects in awesome lists tagged with geospatial-analysis .

https://uber.github.io/deck.gl

WebGL2 powered visualization framework

data-visualization geospatial-analysis javascript maps python visualization webgl

Last synced: 26 Nov 2024

https://github.com/visgl/deck.gl

WebGL2 powered visualization framework

data-visualization geospatial-analysis javascript maps python visualization webgl

Last synced: 16 Dec 2024

https://github.com/opengeos/leafmap

A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment

data-science dataviz folium geoparquet geopython geospatial geospatial-analysis gis ipyleaflet jupyter jupyter-notebook leafmap mapping plotly python solara streamlit streamlit-webapp whiteboxtools

Last synced: 16 Dec 2024

https://github.com/giswqs/leafmap

A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment

data-science dataviz folium geoparquet geopython geospatial geospatial-analysis gis ipyleaflet jupyter jupyter-notebook leafmap mapping plotly python streamlit streamlit-webapp whiteboxtools

Last synced: 11 Oct 2024

https://github.com/opengeos/python-geospatial

A collection of Python packages for geospatial analysis with binder-ready notebook examples

binder binder-ready geoprocessing geospatial geospatial-analysis gis pangeo python raster remote-sensing vector

Last synced: 20 Dec 2024

https://github.com/Azure/pixel_level_land_classification

Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.

azure-batchai azure-storage cntk cntk-model geospatial-analysis geospatial-data image-classification image-segmentation land-cover land-use microsoft microsoft-azure microsoft-machine-learning neural-networks

Last synced: 15 Nov 2024

https://github.com/azure/pixel_level_land_classification

Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.

azure-batchai azure-storage cntk cntk-model geospatial-analysis geospatial-data image-classification image-segmentation land-cover land-use microsoft microsoft-azure microsoft-machine-learning neural-networks

Last synced: 30 Sep 2024

https://github.com/mdiener21/python-geospatial-analysis-cookbook

Over 60 recipes to work with topology, overlays and indoor routing

django geospatial-analysis python

Last synced: 27 Oct 2024

https://github.com/osgeo/grass-addons

GRASS GIS Addons Repository (Manuals: https://grass.osgeo.org/grass-stable/manuals/addons/ | Linux-logs: https://grass.osgeo.org/addons/grass8/logs/ | Windows logs: https://wingrass.fsv.cvut.cz/grass83/addons/grass-8.3.2/logs/)

addons extensions geospatial-analysis grass-gis hacktoberfest osgeo raster vector

Last synced: 16 Dec 2024

https://github.com/actinia-org/actinia-core

Actinia Core is an open source REST API for scalable, distributed, high performance processing of geographical data that uses mainly GRASS GIS for computational tasks (DOI: https://doi.org/10.5281/zenodo.5879231) | Tutorial: https://actinia-org.github.io/actinia-core/ | Docker: https://hub.docker.com/r/mundialis/actinia-core

actinia earth-observation geospatial geospatial-analysis gis grass-gis hacktoberfest opensource rest-api

Last synced: 15 Nov 2024

https://github.com/FZJ-IEK3-VSA/glaes

Geospatial Land Availability for Energy Systems

energy geospatial geospatial-analysis python renewable-energy

Last synced: 14 Nov 2024

https://github.com/opengeos/pygis

A Python package for installing optional dependencies for geemap and leafmap.

earthengine geemap geospatial-analysis gis leafmap python remote-sensing

Last synced: 11 Nov 2024

https://github.com/spatialx-project/geolake

Universal solution for geospatial data tailored to data lakehouse systems for the first time in the industry

geospatial geospatial-analysis geospatial-processing iceberg spark spatial spatial-data

Last synced: 28 Sep 2024

https://github.com/stscl/gdverse

Analysis of Spatial Stratified Heterogeneity

geographical-detector geoinformatics geospatial-analysis r spatial-statistics

Last synced: 12 Nov 2024

https://github.com/radiantearth/community-sprints

This repo is used to organize and collaborate in sprints for code projects, hackathons, STAC and metadata specs development

artificial-intelligence computer-vision geospatial-analysis geospatial-data global-development machine-learning satellite-imagery

Last synced: 15 Nov 2024

https://github.com/jblindsay/fp_denoise

A tool for de-noising raster digital elevation models

denoising-images geospatial-analysis gis

Last synced: 11 Nov 2024

https://github.com/hamedalemo/advanced-geo-python

Advanced Geospatial Analytics w Python

geospatial geospatial-analysis python remote-sensing

Last synced: 15 Nov 2024

https://github.com/a3r0id/nesdis-goes

Downloads satellite imagery directly from star.nesdis.noaa.gov. Also compiles gifs and a few other utilities.

compiles-gifs geospatial geospatial-analysis imagery imagery-analysis nesdis osint reconnaissance sattelite scraper weather

Last synced: 06 Nov 2024

https://github.com/sirracha/geospatial_mapping_in_python

A walkthrough of tutorials I made for working with geospatial data in Python. Includes my evaluations of Python geospatial libraries, tools and packages.

dataframes folium-maps geopandas geospatial geospatial-analysis geospatial-data geospatial-intelligence geospatial-visualization mapbox matplotlib newyork pizza plotly route-optimization subway tsp-problem tsp-solver

Last synced: 10 Nov 2024

https://github.com/pyladiesams/geodata-in-python-oct2023

Learn the basics of geospatial data theory, covering raster, vector, and related concepts. Gain hands-on experience with Python libraries for geospatial data.

geodata geopandas geospatial-analysis geospatial-data rasterio shapely

Last synced: 09 Nov 2024

https://github.com/mdh266/crimetime

Python web application for exploring and forecasting crime rates in NYC

data-science docker flask-application forecasting-crime-rates geospatial-analysis pandas python statsmodels time-series-analysis

Last synced: 04 Dec 2024

https://github.com/gampleman/elm-geospatial

Geospatial analysis in elm

elm geojson geospatial-analysis gis

Last synced: 26 Oct 2024

https://github.com/actinia-org/actinia-satellite-plugin

This actinia plugin is designed for efficient satellite data handling, especially Landsat and Sentinel-2 scenes

actinia actinia-plugin earth-observation geospatial-analysis grass-gis opensource rest-api

Last synced: 15 Nov 2024

https://github.com/tillahoffmann/wastewater-catchment-areas

7,537 wastewater catchment areas in the Great Britain covering more than 95% of the population.

geospatial-analysis open-data wastewater-surveillance

Last synced: 11 Oct 2024

https://github.com/ausgis/geocomplexity

Mitigating Spatial Bias Through Geographical Complexity

geospatial-analysis r spatial-regression spatial-relations spatial-sampling spatial-statistics

Last synced: 10 Oct 2024

https://github.com/vijay-varadarajan/geospatial-analysis

Leveraging geospatial and population data, this project analyzes healthcare accessibility across major locations in all states of India.

geospatial-analysis healthcare india jupyter python

Last synced: 08 Dec 2024

https://github.com/quantumudit/insurance-portfolio-analysis

This project focuses on analyzing and visualizing the insurance portfolio of an anonymous company that implemented an aggressive growth plan in 2021 across the counties of Florida using Python and Power BI

data-analytics data-transformation data-visualization etl geospatial-analysis jupyter-notebook power-bi python

Last synced: 06 Nov 2024

https://github.com/daniel-furman/pysdms

A Python class for AutoML spatial classification (designed for Species Distribution Modeling applications).

ecological-modeling geospatial-analysis pycaret species-distribution-modeling

Last synced: 02 Dec 2024

https://github.com/giswqs/whitebox-rust-binder

The WhiteboxTools and Rust Programming Language on Binder

binder binder-ready geospatial geospatial-analysis python rust whitebox

Last synced: 11 Dec 2024

https://github.com/incubated-geek-cc/sg-routing-app

A web application which integrates multiple routing APIs for custom selection and visualisation.

api geospatial geospatial-analysis geospatial-data javascript leaflet-plugins maps nodejs open-source routing web webapp

Last synced: 15 Nov 2024

https://github.com/thecoderpinar/earthquake-explorer

🌍🔍 Explore and analyze earthquake data worldwide using this interactive data science project. Visualize earthquake occurrences, patterns, and geographical distribution. Dive deep into seismic data, perform exploratory data analysis, and gain insights into earthquake trends.

data-analysis data-science data-visualization earthquake-analysis exploratory-data-analysis geospatial-analysis interactive-maps jupyter-notebook machine-learning python seismic-data

Last synced: 16 Dec 2024

https://github.com/emanuelef/go-geo-3d

go-geo-3d implements functions to calculate distances from geospatial points considering altitude

3d geospatial-analysis geospatial-processing go

Last synced: 24 Nov 2024

https://github.com/rhansson/geotuple

A web app to visualize and perform geospatial analysis with R

geospatial geospatial-analysis gis

Last synced: 07 Nov 2024

https://github.com/quantumudit/zomato-restaurants-analysis

This project focuses on analyzing and visualizing restaurants listed in Zomato across Bengaluru city of India using Python and Power BI

data-analytics data-transformation data-visualization etl geospatial-analysis jupyter-notebook power-bi python

Last synced: 06 Nov 2024

https://github.com/quantumudit/uk-elections-2019-analysis

This project focuses on analyzing and visualizing the United Kingdom elections-2019 results using Python & Power BI.

data-analytics data-transformation data-visualization etl geospatial-analysis jupyter-notebook power-bi python

Last synced: 06 Nov 2024

https://github.com/prak112/coursera-ibm_capstone

Cluster analysis of specific venues within a given geographical zone (district/borough)

capstone-project data-analysis-python geospatial-analysis geospatial-visualization ibm-datascience-certification

Last synced: 14 Nov 2024

https://github.com/spatlyu/intro_rpkg

Introduce R packages developed by Wenbo Lv

geoinformatics geospatial-analysis r

Last synced: 15 Dec 2024

https://github.com/huidaecho/canopy

The Python module for the Georgia Canopy Analysis 2009 project sponsored by the Georgia Forestry Commission

arcgis arcpy canopy deforestation feature-extraction geospatial geospatial-analysis gis naip naip-imagery python

Last synced: 13 Nov 2024

https://github.com/hafidaso/comprehensive-market-analysis-of-airbnb-listings-trends-pricing-and-host-insights

This project conducts a thorough market analysis of Airbnb listings, encompassing various aspects such as market trends, property types, pricing, occupancy rates, host distribution, and regulatory impacts.

correlation-analysis data-cleaning geospatial-analysis pandas python

Last synced: 11 Nov 2024

https://github.com/zyang91/spatial_data_management

Spatial data Analysis repo utilized database and cloud computing

duckdb geemap geospatial-analysis google-earth-engine

Last synced: 06 Oct 2024

https://github.com/giswqs/drumlin-extraction-toolbox

An ArcGIS toolbox for extracting drumlins from digital elevation models(DEMs)

digital-elevation-model drumlin geospatial-analysis gis image-processing lidar python remote-sensing

Last synced: 11 Dec 2024

https://github.com/mchenryspagg/outlier-detection-in-election-data

This project aims to examine possible voting irregularities in Nigeria's 2023 election, focusing on alleged vote manipulations by INEC. It seeks to ensure election transparency by identifying polling units with results that significantly differ from nearby units.

geographic geographical-information-system geospatial-analysis geospatial-data latitude-and-longitude matplotlib-pyplot numpy outlier-detection pandas python seaborn

Last synced: 19 Dec 2024

https://github.com/cricksmaidiene/alivio

🛖 Building classification for natural disaster relief efforts

geospatial-analysis python segmentation

Last synced: 29 Nov 2024

https://github.com/autodistill/autodistill-hls-geospatial

Use the HLS Geospatial model made by NASA and IBM to generate masks for use in training a fine-tuned segmentation model.

autodistill computer-vision geospatial-analysis

Last synced: 08 Nov 2024

https://github.com/clberube/gims

Command line interface for geospatial image segmentation

deep-neural-networks geospatial-analysis segmentation unet

Last synced: 19 Nov 2024

https://github.com/jshinm/nnsa-geospatial-analysis

Geospatial visualization and analysis of Fukushima datasets created by NNSA

data-science geospatial-analysis geospatial-visualization machine-learning predictive-modeling

Last synced: 17 Dec 2024

https://github.com/uba/terrasegreg

A TerraView plugin to compute global and local indices of spatial segregation among population groups.

geoprocessing geospatial-analysis inpe plugin population-groups science segregation spatial-index urban-analytics urban-planning

Last synced: 15 Nov 2024

https://github.com/rahulbhoyar1995/geospatial-data-analysis-projects

Explore geospatial data analysis through diverse projects. Gain insights into mapping, visualization, and location-based analytics in this repository focused on practical applications and solutions.

geopandas geopandas-dataframes geospatial-analysis plotly

Last synced: 15 Nov 2024

https://github.com/yudai-nkt/cookiecutter-jupyterlab

A cookiecutter template for starting JupyterLab projects (with a focus on geospatial analysis)

cookiecutter-template geospatial-analysis jupyterlab

Last synced: 20 Nov 2024

https://github.com/hamedalemo/xarray-tutorial

Notebooks to learn fundamentals of xarray for geospatial data processing in Python

geospatial geospatial-analysis geospatial-analytics geospatial-data geospatial-processing xarray

Last synced: 15 Nov 2024

https://github.com/elijah-1994/geospatial-analysis-using-geopandas

Introductory exploration of using Geopandas to conduct geospatial analysis on a range of datasets.

folium-maps geocoding geopandas geospatial-analysis geospatial-data ipython pandas python python3

Last synced: 18 Nov 2024

https://github.com/clarisma/libgeodesk

Fast and storage-efficient spatial database engine for OpenStreetMap data

database geodesk geospatial geospatial-analysis gis openstreetmap osm

Last synced: 21 Nov 2024

https://github.com/omarkawach/spatial_analysis_scenarios

The goal is to develop a method that automates the generation of large-scale, spatial DEVS simulation models from GIS data

geospatial-analysis gis simulation simulation-modeling spatial-analysis spatial-autocorrelation spatial-data

Last synced: 12 Nov 2024

https://github.com/marvinkweyu/tambua-shamba

Understanding the health of a farm based on soil organic carbon content

agriculture geospatial geospatial-analysis geospatial-visualization mapping soil soil-properties

Last synced: 01 Dec 2024

https://github.com/nredick/geospatial-unet

No-code, interactive tool for processing geospatial data with U-Net

geospatial geospatial-analysis tools unet unet-image-segmentation

Last synced: 10 Nov 2024

https://github.com/twseptian/coastal-and-offshore-marine-zones

Spatial Database Final Project - Coastal and Offshore Marine Zones with Geopandas and Pyspark

apache-spark coastal geopandas geospatial-analysis jupyter-notebook offshore pyspark-notebook python

Last synced: 06 Nov 2024

https://github.com/cjunwon/srilab-road-demand-analysis

Data-driven graph-based analysis of commonly used roads in a large-scale transportation network (developed under SRILab, UCLA)

dijkstra-shortest-path geopandas geospatial-analysis geospatial-data geospatial-processing graphs-algorithms kriging networks python shortest-path-algorithm

Last synced: 15 Dec 2024

https://github.com/justinhchae/gis_project

A Starter Template for GIS in Python

conda geopandas geoplot geospatial-analysis gis map python

Last synced: 15 Dec 2024

https://github.com/tashi-2004/data-visualization-tableau-traffic-collision-insights

Analysis of traffic collision data using Tableau, featuring interactive visualizations that highlight trends in injuries and fatalities, contributing factors, and geographic distributions. It includes various sheets and dashboards, with recommendations for enhancing road safety. The dataset is available for further exploration.

data-analysis data-visualization eda geospatial-analysis machine-learning predictive-modeling statistics tableau traffic-analysis

Last synced: 03 Dec 2024

https://github.com/jakobmiksch/lightoneurope-website

The website for the project LightOnEurope

europe geography geospatial-analysis

Last synced: 14 Nov 2024

https://github.com/hamedalemo/vector-data-tutorial

Notebooks to learn basics of geospatial vector data processing in Python

geospatial geospatial-analysis geospatial-processing geospatial-vector python

Last synced: 05 Nov 2024

https://github.com/kaushikrohida/airbnb-listing-analysis

Analyzing Airbnb data to extract meaningful insights about properties, pricing, customer preferences, and more

geospatial-analysis hospitality python

Last synced: 05 Nov 2024

https://github.com/shinjimc/simulated_annealing_tsp

This project applies Simulated Annealing to solve the Traveling Salesman Problem using Peru's departments as nodes. Through iterative refinement, it finds the shortest route visiting each department once. Visual feedback enhances understanding and debugging, resulting in an optimal solution displayed with total distance.

data-visualization geospatial-analysis simulated-annealing simulated-annealing-algorithm simulated-annealing-edge-detection traveling-salesman-problem traveling-salesman-problem-solver

Last synced: 06 Nov 2024

https://github.com/pyrypp/carbon_sink_mapping

Carbon sink planning tool for Junction 2024

geospatial-analysis satellite-data

Last synced: 16 Dec 2024

https://github.com/pyrypp/city-bikes

Mapping urban bike traffic

geospatial-analysis k-means-clustering

Last synced: 16 Dec 2024

https://github.com/gabboraron/geospatial_analysis-kaggle

Create interactive maps, and discover patterns in geospatial data.

geospatial-analysis geospatial-visualization kaggle kaggle-courses

Last synced: 20 Dec 2024

https://github.com/siddhantborse/atmosviz

Atmos Viz is a Python-based project designed to analyze, visualize, and predict global temperature trends across various cities and countries using time-series analysis and advanced data science techniques. Leveraging historical climate data, this project integrates machine learning models, geospatial mapping, and interactive visualizations to unco

geopandas geospatial-analysis gis matplotlib numpy pandas plotly python scikit-learn seaborn shapefiles time timeseries-analysis timeseries-data

Last synced: 19 Dec 2024

https://github.com/incubated-geek-cc/gis-data-viewer

A web-based GIS data viewer built in JavaScript with Leaflet JS plugin.

data-visualization geospatial geospatial-analysis geospatial-data gis leafletjs

Last synced: 15 Nov 2024

https://github.com/errhythm/riceproductiontrendsbd

A detailed spatiotemporal study, geospatial visualizations, and predictive modeling to offer insights into the agricultural sector's dynamics.

chloropleth-visualization data-science geospatial-analysis geospatial-data lightgbm predictive-modeling rice-production spatio-temporal-analysis

Last synced: 11 Nov 2024

https://github.com/cherukuri-thanu/ufo-sightings-analysis

This repository contains configuration files for finding the pattern of UFO Sightings.

dashboard geospatial-analysis power-bi public-data time-series-analysis

Last synced: 09 Nov 2024

https://github.com/yash22222/ontology-driven-geospatial-data-integration-and-visualization

This project focuses on the integration and visualization of geospatial data with a particular emphasis on administrative divisions and various geographic features. By employing ontology-driven methods, it combines data from multiple sources such as OpenStreetMap and other GIS datasets to create a comprehensive and interactive map of Israel.

geopandas geospatial geospatial-analysis geospatial-visualization gis jupyter-notebook matplotlib ontology opensourcemap python

Last synced: 18 Dec 2024

https://github.com/aorosoeon/when-are-the-lakes-at-their-bluest

A small project to understand what month you should go to Banff and Jasper National Parks if you want to see the lakes there at their bluest.

geospatial geospatial-analysis geospatial-data python sentinel-2

Last synced: 19 Dec 2024

https://github.com/hamedalemo/dask-tutorial

A tutorial to learn Dask DataArray and Dask DataFrames with examples from geospatial data catalogs.

dask dask-dataframes dask-distributed geospatial geospatial-analysis geospatial-data

Last synced: 15 Nov 2024

https://github.com/hamedalemo/raster-data-tutorial

Notebooks to learn basics of geospatial raster data processing in Python

geospatial geospatial-analysis geospatial-processing geospatial-rasters python

Last synced: 15 Nov 2024