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Add example notebook for wildfire detection with SageMaker geospatial capabilities (#3799)

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* added new geospatial notebook for wildfire damage assessment

* added new section for quantifying vegetation loss and estimating impact area

* updated notebook formatting with black-nb

* Updated README with reference to new example
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Janosch Woschitz
2023-02-24 01:18:41 +01:00
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README.md
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@@ -34,7 +34,9 @@ As of February 7, 2022, the default branch is named "main". See our [announcemen
These examples introduce SageMaker geospatial capabilities which makes it easy to build, train, and deploy ML models using geospatial data.
-[Monitoring Lake Drought with SageMaker Geospatial Capabilities](sagemaker-geospatial/lake-mead-drought-monitoring) shows how to monitor Lake Mead drought using SageMaker geospatial capabilities.
- [Monitoring Lake Drought with SageMaker Geospatial Capabilities](sagemaker-geospatial/lake-mead-drought-monitoring) shows how to monitor Lake Mead drought using SageMaker geospatial capabilities.
- [Digital Farming with Amazon SageMaker Geospatial Capabilities](sagemaker-geospatial/digital-farming-pipelines) shows how geospatial capabilities can help accelerating, optimizing, and easing the processing of the geospatial data for the Digital Farming use cases.
- [Assess wildfire damage with Amazon SageMaker Geospatial Capabilities](sagemaker-geospatial/dixie-wildfire-damage-assessment/dixie-wildfire-damage-assessment.ipynb) demonstrates how Amazon SageMaker geospatial capabilities can be used to identify and assess vegetation loss caused by the Dixie wildfire in Northern California.
### Introduction to Ground Truth Labeling Jobs
sagemaker-geospatial/dixie-wildfire-damage-assessment/dixie-wildfire-damage-assessment.ipynb
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