Landsat

This Tools Helps You Figure Out Which Satellite Bands to Use for Remote Sensing

Caitlin Dempsey

The USGS developed the Spectral Characteristics Viewer to let users view how different Earth observation satellite instruments can be used for their remote sensing needs.  

Screenshot of a land cover classification map in ArcGIS Pro.

Using Deep Learning to Map Land Cover in ArcGIS Pro

Jeff Oppong

This GIS tutorial provides step-by-step instructions on how to use deep learning models and Landsat 8 satellite imagery in ArcGIS to classify land cover.

A four-paneled diagram showing a vertical slice of a satellite imagery with forest damage, a second panel with land use change, a third panel symbolized to show the date of changes, and the fourth panel shows the magnitude of the change.

Mapping Long-term Land Use Change with Remote Sensing Data

Mark Altaweel

Discover how remote sensing technology is used to map land use changes, providing valuable insights into environmental impacts and aiding conservation efforts.

Map showing Rhode Island. Areas in red have a high GEMI index.

How to use ArcGIS Pro and Landsat 8 Imagery to Calculate Chlorophyll Index and Global Environmental Monitoring Index

Jeff Oppong

Learn to create a chlorophyll index using Landsat 8 imagery in ArcGIS Pro with this step-by-step GIS tutorial.

A shaded orange map showing areas of the United States with higher than normal carbon dioxide in the atmosphere.

Remote Sensing for Carbon Offsetting

Mark Altaweel

Remote sensing and geospatial technologies are being harnessed for carbon offsetting efforts.

A simple map of the world showing average lake evaporation rate around the world with a shading scale from blue and green for low evaporation and orange and red for high rates of evaporation.

The Global Evaporation of Lakes

Mark Altaweel

Researchers used satellite imagery and modeling to calculate the evaporation volume across over 1.42 million natural and artificial lakes.

Natural color Landsat scene showing a brown landscape covered by small clouds that dot the landscape.

Landsat: Longest Running Earth Imagery Program

Caitlin Dempsey

With satellites in orbit since 1972, the Landsat program is the longest running Earth observation program.

False color satellite image of Anchorage, Alaska .

Landsat 9 Data Released

Mark Altaweel

Landsat 9 satellite imagery and data has been made publicly available.

Five panels showing the different lidar data products for a tree canopy.

Mapping Ecosystem Health through Satellite Data

Mark Altaweel

Remote sensing techniques, particularly those based on satellite, drone, and aircraft data, have revolutionized collecting ecosystem data.

Map showing the delineated shoreline in ArcGIS Pro.

How to Use ArcGIS Pro for Automatic Shoreline Delineation from Landsat Imagery

Jeff Oppong

Learn how to extract shorelines in ArcGIS Pro using the Tasseled Cap and NDVI indices with the Landsat toolkit for automatic shoreline delineation.

An agriculture field in California. Photo: U.S. Geological Survey. Public domain

Geospatial Technology and Challenges of Contemporary Agriculture

Mark Altaweel

Farmers have greater access to geospatial tools that can help mitigate some agricultural challenges.

The left image shows the USDA CDL layer for Corn and soybean classification around Webster City, Hamilton County, Iowa in 2001. The right image shows the results of the Corn-Soy Data Layer (CSDL). Figure: Wang et al., 2020.

Mapping Crops: Filling in Data Gaps with Landsat Archives

Caitlin Dempsey

A recent study analyzed twenty years of Landsat data to look at corn and soybean crops across the US Midwest from 1998-2018.

Researchers have mapped out the ecological quality of tropical forests using satellite data.

Mapping Tropical Forest Quality from Satellite Data

Caitlin Dempsey

Researchers have created high resolution maps of tropical forest quality using remotely sensed data from NASA satellites.

Monitoring Lakes Using Remote Sensing Data

Mark Altaweel

Satellite-based remote sensing is proving to be a useful tool to allow effective monitoring of lakes around the world.

Three moments in a tumultuous year for farming north of St. Louis, MO, as seen in NASA-USGS Landsat 8 data. On the left is May 7, 2019, as heavy rains delayed planting for many farms. Sept 12, 2019, in the middle, shows bright green signifying growing vegetation, although with a fair amount of brown, bare fields. On the right, Oct. 14, 2019, the light brown indicates harvested fields while darker brown are fields that have not been seeded or fallow all summer. Credits: NASA

Monitoring Crop Production Via Satellite

Elizabeth Borneman

To cope with ever-changing agricultural needs and conditions, the USDA’s National Agricultural Statistics Service (or NASS) uses data from Landsat to monitor crops in the contiguous United States.

New Report Values Economic Benefits of Landsat Archive at $3.45 billion

Caitlin Dempsey

A newly released report from the USGS has estimated the 2017 domestic and international economic benefits of Landsat imagery  to be $3.45 billion.  

Mapping the Human Footprint

Mark Altaweel

The world settlement footprint, created in a online application called Urban Thematic Exploration Platform (TEP) sponsored by the European Space Agency (ESA), is the first map that combines optical and radar satellites to create a human urban footprint map of the world.

Analyzing the Benefits of Green Space on Mental Health Using GIS

Mark Altaweel

A study in Denmark combined historical Landsat satellite data and a survey to analyze the relationship between green space and mental health.

Mapping Land Cover by Stacking Landsat Imagery

Mark Altaweel

Landsat 8 is offered as free, open data, which has led to new innovation in methods to better utilize such data for time series and complex scenes that are sometimes obstructed by clouds or dust.

What are the Benefits of Landsat’s Current Free and Open Policy?

Caitlin Dempsey

A group of researchers from different universities and government groups have published a study of how Landsat's free and open data policy has benefitted users of the programs satellite imagery products.

“Adopt A Pixel” to Help Landsat Science

Katarina Samurović

Adopt A Pixel program has existed for quite some time - from 2013 - in the form of a web service which allowed users to upload geospatially tagged landscape images to complement the remote sensing collections.

Screenshot from the EO Browser showing a grayscale map and the location of the search box for finding a geographic area.

Tool from Sentinel Hub Lets You Create Time-lapse GIFs from Satellite Imagery

Caitlin Dempsey

The EO Browser allows creating animated GIFs from satellite image time series. This tutorial demonstrates how to create your own time-lapse GIF.

An Algorithm to More Accurately Classify Land Cover Using Landsat Imagery

Mark Altaweel

Hankui Zhang, from South Dakota State University, has developed a new classification technique that combine satellite images from MODIS and Landsat.

The USGS Landsat Analysis Ready Data (ARD) Program

Mark Altaweel

Landsat data, referenced with WGS84 and provided as GeoTIFF, can be accessed from EarthExplorer for the contiguous US, Alaska, and Hawaii.

Landsat Island captured by Landsat 8 in 2014. Image: NASA.

How This Remote Island Inhabited by Polar Bears Became Known as Landsat Island

Elizabeth Borneman

Discovered in 1976 in imagery captured by Landsat 1, Landsat Island (60° 10' 37"N, 64° 02' 30"W) is solely populated by polar bears.

3.1-Trillion Pixel Landsat 8 Mosaic of the World

Elizabeth Borneman

Descartes Labs has compiled some of the massive amount of data sent back from the satellites orbiting Earth into a 3.1-trillion pixel composite image of Earth’s surface.

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