Julia Lenhardt

Julia is a product engineer on the Raster team. She has been with Esri since 2014 and has a background in remote sensing and GIS for environmental research. In addition to image analysis, she has a passion for music, running, good food and animal welfare.

Posts by this author
Ethiopia’s changing landscape

Learn how to use the new Change Detection Wizard in this Learn Lesson about Ethiopia's changing landscapes.

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Change Detection of Time Series Imagery

Analyze your time series imagery using tools and APIs that implement the CCDC and LandTrendr algorithms.

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Clean up your Landsat imagery: removing cloud and cloud shadow

Clean up a single Landsat image or a collection of Landsat images by removing cloud and cloud shadow pixels from the surface reflectance data.

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How to create multidimensional raster data

Learn how to create multidimensional raster datasets from imagery, NetCDF, HDF, or GRIB files.

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Let’s do data science III: Multidimensional Raster Analysis in ArcGIS Pro

ArcGIS Pro 2.6 includes even more multidimensional analysis capabilities, focusing on change detection and exploration.

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Asking scientific questions using multidimensional analysis – Plant Hardiness Zones

What will happen to plant hardiness zones if the global climate increases? Use multidimensional analysis and Map Algebra to find out.

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Let’s do data science Part II: Multidimensional Raster Analysis in ArcGIS Pro

ArcGIS Pro 2.5 comes with even more capabilities for working with multidimensional rasters for time series and dimensional analysis.

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Let’s do data science! Multidimensional analysis in ArcGIS Pro

ArcGIS Pro 2.4 includes extended capabilities so you analyze different data variables across different dimensions, in a single dataset.

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Getting to Know ArcGIS Image Analyst Guide

Use the Getting to Know ArcGIS Image Analyst guide for hands-on training in all the ArcGIS Image Analyst capabilities.

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