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Data Analysis
Tools tagged with "Data Analysis"
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Data
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Hyperspectral Imaging Remote Sensing
This book provides a comprehensive guide to the physics, sensors, and algorithms of hyperspectral imaging in remote sensing.
Books
Change and Disturbance Event Detection Tool
This tool identifies and maps environmental change and disturbance events using satellite imagery.
Tooling
Spatial Data Management with DuckDB
A comprehensive guide to managing geospatial data efficiently using DuckDB.
Books
Analyzing US Census Data in R
This book provides a comprehensive guide for practitioners to acquire, wrangle, visualize, and model US Census data using the R programming language.
Books
PostGIS Intro
A comprehensive workshop providing materials and guidance for learning PostGIS, the spatial extension for PostgreSQL.
Online Courses
Digital Elevation Model Technologies
Explores the principles and applications of digital elevation models and related technologies.
Books
Processing Drone Images with WebODM
Learn to process drone imagery with WebODM, generating geospatial products like orthophotos and 3D models.
Online Courses
Earth Data Science
Learn scientific programming, reproducible open science workflows and data science today.
Online Courses
Geographic Information Systems (GIS) Specialization
Explore the tools, concepts, and terminology of spatial analysis and modeling to map your world with GIS.
Online Courses
QGIS Training Manual
A comprehensive, self-paced training manual for learning the QGIS desktop geographic information system.
Online Courses
GDAL Tutorials
A comprehensive collection of tutorials for working with geospatial raster and vector data using GDAL.
Online Courses
Remote Sensing: Principles, Interpretation, and Applications
This textbook offers a comprehensive guide to the fundamental principles and diverse applications of remote sensing.
Books
forge3d
GPU-accelerated 3D terrain rendering for Python, built in Rust with WebGPU.
Open Source Software
Tooling
Applied Spatial Data Analysis with R
A comprehensive guide to performing spatial analysis and GIS operations using the R programming language.
Books
GIS Fundamentals
A comprehensive guide to the foundational principles and practical applications of Geographic Information Systems.
Books
Introduction to GIS Programming
A practical guide to mastering GIS programming using Python and open-source geospatial tools.
Books
Introduction to Spatial Data Analysis & GIS in R
Learn spatial data analysis and GIS fundamentals using the R programming language.
Online Courses
Interactive Geospatial Data Visualization
Elevate data storytelling skills through interactive, geospatial, and narrative data visualization techniques.
Online Courses
rs-embed
A unified Python toolkit for obtaining embeddings from any Remote Sensing Foundation Model with a single line of code.
Open Source Software
Tooling
GeoPandas-AI
GeoPandas-AI turns GeoDataFrames into a conversational, intelligent assistant for geospatial data analysis.
Open Source Software
Tooling
Practical Geospatial Geostatistical Modeling Specialization
Dive into geostatistics with practical skills in spatial data analysis and modeling.
Online Courses
sitsbook
This book introduces `sits`, an open-source R package for analyzing big Earth observation data using satellite image time series and data cubes.
Books
geoMusings by Bill Dollins
A geospatial career journey exploring technology, tools, and industry insights.
Blogs, Newsletters, and Podcasts
Remote Sensing Image Acquisition, Analysis and Applications
Master remote sensing image acquisition, analysis, and applications, from fundamentals to deep learning techniques.
Online Courses
Geocomputation with R
This resource guides users in analyzing, visualizing, and modeling geographic data using R and open-source software.
Books
Open Drone Logbook
Free, open-source drone flight log analyzer for DJI and Litchi.
Open Source Software
Tooling
UN Handbook on Remote Sensing for Agricultural Statistics
A practical guide to applying remote sensing methodologies for agricultural statistics and land use mapping.
Books
xESMF
A universal Python package for regridding geospatial data, supporting various methods and curvilinear grids.
Open Source Software
Tooling
Browzarr
A browser-based visualization framework for exploring and analyzing Zarr and NetCDF datasets.
Open Source Software
Tooling
r5py
Rapid Realistic Routing with R5 in Python.
Open Source Software
Tooling
City2Graph
This Python library converts diverse geospatial datasets into graph structures for advanced GNN and spatial analysis.
Open Source Software
Tooling
hypertidy
A blog providing updates and technical insights related to geospatial code and news.
Blogs, Newsletters, and Podcasts
GoldenEye
GoldenEye provides a unified interface for geospatial vision-language models, enabling rapid deployment with minimal code.
Open Source Software
Geo-Python
This course teaches fundamental programming and scientific data analysis using Python, tailored for geospatial applications.
Online Courses
HoloViz
A coordinated effort to simplify browser-based data visualization in Python.
Open Source Software
Makurhini
An R package for comprehensive analysis of landscape fragmentation and connectivity in conservation planning.
Open Source Software
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