Life on land (GOAL 15)
Protect, restore and promote sustainable use of terrestrial ecosystems, manage forests, combat desertification, and halt and reverse land degradation and biodiversity loss
A flourishing life on land is the foundation for our life on this planet. We are all part of the planet’s ecosystem and we have caused severe damage to it through deforestation, loss of natural habitats and land degradation. Promoting a sustainable use of our ecosystems and preserving biodiversity is not a cause. It is the key to our own survival.

Predict deforestation in the Amazon rain forest
Map the impact of roads on deforestation in the Amazon rain forest.
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Identify regions using bioclimatic data and multivariate clustering
Obtain and explore bioclimate data and identify regions with multivariate clustering tools.
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Monitor forest change over time
Detect and analyze forest disturbance and recovery from a Landsat time series in the West Cascades ecoregion in Oregon.
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Evaluate Ethiopia's changing landscape
Use the Change Detection Wizard to identify land cover and NDVI change in Ethiopia.
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Use species distribution patterns to assess protected areas
Map protected areas and species information on the rarity of birds to understand how countries are protecting bird species with the highest rarity.
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Assess burn scars with satellite imagery
Calculate a burn index using imagery bands to measure fires in Montana.
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Build a model to connect mountain lion habitat
Find suitable corridors to connect dwindling mountain lion populations.
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Investigate how nitrogen impacts the environment
Explore changes in nitrogen over time in the Netherlands and determine its relationship to Dutch fauna.
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Get started with multidimensional multispectral imagery
Use a multidimensional stack of Landsat imagery to visualize how a Chilean copper mine has changed over time.
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Solve a spatial problem using ArcGIS Online
Identify campgrounds near an invasive weed to prevent its spread.
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Get started with imagery for Africa
Explore the African continent and learn the fundamentals about satellite imagery.
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Get started with change detection for Africa
Use satellite imagery to identify and extract change due to a wildfire, water inundations, and urban growth on the African continent.
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Reveal lake shrinkage due to severe drought
Use the World Imagery Wayback app to create a story with swipe maps and visualize the extent of lake shrinkage due to severe droughts.
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Create an endangered species story
Share information about an endangered species by creating and designing a story using ArcGIS StoryMaps.
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Deploy an ArcGIS Hub template for conservation
Create and customize your own ArcGIS Hub site using the Community Driven Conservation template.
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Model animal home range
Use animal GPS tracks to model home range to understand where they are and how they move over time.
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Estimate biomass using GEDI and Landsat data
Combine GEDI satellite lidar data, Landsat imagery, and elevation data to estimate biomass using machine learning tools.
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Prepare data for species distribution modeling
Acquire and set up the environmental data needed for species distribution modeling.
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Perform species distribution modeling
Use two methods for species distribution modeling, Forest-based and Boosted Classification and Regression, and Presence-only Prediction, to model the potential reach of an invasive species.
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