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## Preprocessing of Planetscope 4-band imagery
This repository contains scripts for preprocessing and basic analysis of Planetscope imagery.
Code is based on notebooks from [Planetlabs](https://github.com/planetlabs/notebooks).
## Available notebooks
### Preprocessing
* [PS_preprocess_reflectance_images](https://github.com/t-haakens/Planet_processing/blob/main/PS_preprocess_reflectance_images.ipynb)
Preprocess multiple images that does not need mosaicing.
Convert Radiance to Reflectance. Deliver images scaled/unscaled, with/without clipping to AOI (area of interest).
* [PS_preprocess_reflectance_mosaic](https://github.com/t-haakens/Planet_processing/blob/main/PS_preprocess_reflectance_mosaic.ipynb)
For large AOI's that require several scenes/images (mosaic) to cover the AOI.
Convert Radiance to Reflectance. Deliver images or the mosaic scaled/unscaled, with/without clipping to AOI.
<br>
### Analysis
* [PS_analysis_veg_indices](https://github.com/t-haakens/Planet_processing/blob/main/PS_analysis_veg_indices.ipynb)
Takes reflectance images as input, calculate, visualize and export vegetation indices from PS 4-band imagery.
**Vegetation indices**: NDVI, EVI, SAVI, MSAVI2, ARVI, IPVI, DVI, RVI
* [PS_analysis_segment_threshold](https://github.com/t-haakens/Planet_processing/blob/main/PS_analysis_segment_threshold.ipynb)
Takes vegetation indices as input, apply thresholding to segment image, smoothen with majority filter and export mask.
<br>
Flowchart illustrating the process going from radiance images to a reflectance mosaic clipped to an AOI.
<img src="https://github.com/t-haakens/Planet_processing/blob/main/PS_preprocess_flowchart.png" width="700">
> **Note**: If GitHub isn't rendering the images, consider downloading them for local viewing:
> [Download Flowchart](https://github.com/t-haakens/Planetscope_preprocessing/raw/main/PS_preprocess_flowchart.png)

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View File

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View File

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View File

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<ps:geoCorrectionLevel>Precision Geocorrection</ps:geoCorrectionLevel>
<ps:elevationCorrectionApplied>FineDEM</ps:elevationCorrectionApplied>
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
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<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
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<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
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</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
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</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.6777756356053175e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.8627077622044662e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>4.238245535650115e-05</ps:reflectanceCoefficient>
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View File

@@ -0,0 +1,210 @@
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<eop:downlinkedTo>
<eop:DownlinkInformation>
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</eop:DownlinkInformation>
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</eop:ArchivingInformation>
</eop:archivedIn>
<eop:processing>
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<eop:processorName>CMO Processor</eop:processorName>
<eop:processorVersion>4.1.4</eop:processorVersion>
<eop:nativeProductFormat>GeoTIFF</eop:nativeProductFormat>
</eop:ProcessingInformation>
</eop:processing>
<ps:license>
<ps:licenseType>20160101 - Inc - Single User</ps:licenseType>
<ps:resourceLink xlink:title="PL EULA" xlink:href="https://assets.planet.com/docs/20160101_Inc_SingleUser.txt" />
</ps:license>
<ps:versionIsd>1.0</ps:versionIsd>
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<gml:using>
<eop:EarthObservationEquipment>
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<eop:orbitType>LEO-SSO</eop:orbitType>
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
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<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
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<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
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</ps:bandSpecificMetadata>
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.1993079010651003e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.231838790471867e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.398702697757051e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.68632611480465e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>7</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.8718487532751998e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>8</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>4.251778794304195e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
</ps:EarthObservationResult>
</gml:resultOf>
</ps:EarthObservation>

View File

@@ -0,0 +1,210 @@
<?xml version="1.0" encoding="UTF-8"?>
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<gml:metaDataProperty>
<ps:EarthObservationMetaData>
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<eop:acquisitionType>NOMINAL</eop:acquisitionType>
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<eop:downlinkedTo>
<eop:DownlinkInformation>
<eop:acquisitionStation codeSpace="urn:eop:PS:stationLocation">Planet Ground Station Network</eop:acquisitionStation>
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</eop:DownlinkInformation>
</eop:downlinkedTo>
<eop:archivedIn>
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</eop:archivedIn>
<eop:processing>
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<eop:processorName>CMO Processor</eop:processorName>
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</eop:ProcessingInformation>
</eop:processing>
<ps:license>
<ps:licenseType>20160101 - Inc - Single User</ps:licenseType>
<ps:resourceLink xlink:title="PL EULA" xlink:href="https://assets.planet.com/docs/20160101_Inc_SingleUser.txt" />
</ps:license>
<ps:versionIsd>1.0</ps:versionIsd>
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</gml:validTime>
<gml:using>
<eop:EarthObservationEquipment>
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</eop:platform>
<eop:instrument>
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<eop:acquisitionParameters>
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</eop:acquisitionParameters>
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<gml:target>
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<gml:multiExtentOf>
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</gml:surfaceMembers>
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</gml:multiExtentOf>
<gml:centerOf>
<gml:Point srsName="EPSG:4326">
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</gml:centerOf>
<ps:geographicLocation>
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<ps:bottomRight>
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<ps:bottomLeft>
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<ps:longitude>105.1111936143</ps:longitude>
</ps:bottomLeft>
</ps:geographicLocation>
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<gml:resultOf>
<ps:EarthObservationResult>
<eop:product>
<ps:ProductInformation>
<eop:fileName>/execdir/20240306_032212_87_247a_3B_AnalyticMS_8b_clip.tif</eop:fileName>
<ps:productFormat>GeoTIFF</ps:productFormat>
<ps:spatialReferenceSystem>
<ps:epsgCode>32748</ps:epsgCode>
<ps:geodeticDatum>WGS_1984</ps:geodeticDatum>
<ps:projection>WGS 84 / UTM zone 48S</ps:projection>
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<ps:resamplingKernel>CC</ps:resamplingKernel>
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<ps:rowGsd>3.0</ps:rowGsd>
<ps:columnGsd>3.0</ps:columnGsd>
<ps:radiometricCorrectionApplied>true</ps:radiometricCorrectionApplied>
<ps:geoCorrectionLevel>Precision Geocorrection</ps:geoCorrectionLevel>
<ps:elevationCorrectionApplied>FineDEM</ps:elevationCorrectionApplied>
<ps:atmosphericCorrectionApplied>false</ps:atmosphericCorrectionApplied>
</ps:ProductInformation>
</eop:product>
<eop:mask>
<eop:MaskInformation>
<eop:type>UNUSABLE DATA</eop:type>
<eop:format>RASTER</eop:format>
<eop:referenceSystemIdentifier codeSpace="EPSG">32748</eop:referenceSystemIdentifier>
<eop:fileName>NA</eop:fileName>
</eop:MaskInformation>
</eop:mask>
<opt:cloudCoverPercentage uom="percentage">9.76</opt:cloudCoverPercentage>
<opt:cloudCoverPercentageQuotationMode>AUTOMATIC</opt:cloudCoverPercentageQuotationMode>
<ps:unusableDataPercentage uom="percentage">0.0</ps:unusableDataPercentage>
<ps:bandSpecificMetadata>
<ps:bandNumber>1</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>1.8261567568933177e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>2</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>1.7636309708094892e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>3</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>1.8849142076468275e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>4</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>1.9127947675268274e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>5</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.055805279803433e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>6</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.3023125855710307e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>7</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.4613145411061846e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>8</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>3.643981933259218e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
</ps:EarthObservationResult>
</gml:resultOf>
</ps:EarthObservation>

View File

@@ -0,0 +1,210 @@
<?xml version="1.0" encoding="UTF-8"?>
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<gml:metaDataProperty>
<ps:EarthObservationMetaData>
<eop:identifier>20240408_032915_31_24cb_3B_AnalyticMS_8b</eop:identifier>
<eop:acquisitionType>NOMINAL</eop:acquisitionType>
<eop:productType>L3B</eop:productType>
<eop:status>ARCHIVED</eop:status>
<eop:downlinkedTo>
<eop:DownlinkInformation>
<eop:acquisitionStation codeSpace="urn:eop:PS:stationLocation">Planet Ground Station Network</eop:acquisitionStation>
<eop:acquisitionDate>2024-04-08T03:29:15+00:00</eop:acquisitionDate>
</eop:DownlinkInformation>
</eop:downlinkedTo>
<eop:archivedIn>
<eop:ArchivingInformation>
<eop:archivingCenter codeSpace="urn:eop:PS:stationLocation">Planet Archive Center</eop:archivingCenter>
<eop:archivingDate>2024-04-08T03:29:15+00:00</eop:archivingDate>
<eop:archivingIdentifier codeSpace="urn:eop:PS:dmsCatalogueId">7228905</eop:archivingIdentifier>
</eop:ArchivingInformation>
</eop:archivedIn>
<eop:processing>
<eop:ProcessingInformation>
<eop:processorName>CMO Processor</eop:processorName>
<eop:processorVersion>4.1.4</eop:processorVersion>
<eop:nativeProductFormat>GeoTIFF</eop:nativeProductFormat>
</eop:ProcessingInformation>
</eop:processing>
<ps:license>
<ps:licenseType>20160101 - Inc - Single User</ps:licenseType>
<ps:resourceLink xlink:title="PL EULA" xlink:href="https://assets.planet.com/docs/20160101_Inc_SingleUser.txt" />
</ps:license>
<ps:versionIsd>1.0</ps:versionIsd>
<ps:pixelFormat>16U</ps:pixelFormat>
</ps:EarthObservationMetaData>
</gml:metaDataProperty>
<gml:validTime>
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<gml:endPosition>2024-04-08T03:29:15+00:00</gml:endPosition>
</gml:TimePeriod>
</gml:validTime>
<gml:using>
<eop:EarthObservationEquipment>
<eop:platform>
<eop:Platform>
<eop:shortName>PlanetScope</eop:shortName>
<eop:serialIdentifier>24cb</eop:serialIdentifier>
<eop:orbitType>LEO-SSO</eop:orbitType>
</eop:Platform>
</eop:platform>
<eop:instrument>
<eop:Instrument>
<eop:shortName>PSB.SD</eop:shortName>
</eop:Instrument>
</eop:instrument>
<eop:sensor>
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<eop:sensorType>OPTICAL</eop:sensorType>
<eop:resolution uom="m">3.0000</eop:resolution>
<ps:scanType>FRAME</ps:scanType>
</ps:Sensor>
</eop:sensor>
<eop:acquisitionParameters>
<ps:Acquisition>
<eop:orbitDirection>DESCENDING</eop:orbitDirection>
<eop:incidenceAngle uom="deg">2.226576e+00</eop:incidenceAngle>
<opt:illuminationAzimuthAngle uom="deg">6.236639e+01</opt:illuminationAzimuthAngle>
<opt:illuminationElevationAngle uom="deg">6.401009e+01</opt:illuminationElevationAngle>
<ps:azimuthAngle uom="deg">1.118163e+01</ps:azimuthAngle>
<ps:spaceCraftViewAngle uom="deg">2.062127e+00</ps:spaceCraftViewAngle>
<ps:acquisitionDateTime>2024-04-08T03:29:15+00:00</ps:acquisitionDateTime>
</ps:Acquisition>
</eop:acquisitionParameters>
</eop:EarthObservationEquipment>
</gml:using>
<gml:target>
<ps:Footprint>
<gml:multiExtentOf>
<gml:MultiSurface srsName="EPSG:4326">
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</gml:LinearRing>
</gml:outerBoundaryIs>
</gml:Polygon>
</gml:surfaceMembers>
</gml:MultiSurface>
</gml:multiExtentOf>
<gml:centerOf>
<gml:Point srsName="EPSG:4326">
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</gml:Point>
</gml:centerOf>
<ps:geographicLocation>
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<ps:latitude>-4.6416088834</ps:latitude>
<ps:longitude>105.0784807204</ps:longitude>
</ps:topLeft>
<ps:topRight>
<ps:latitude>-4.6416088834</ps:latitude>
<ps:longitude>105.4203999756</ps:longitude>
</ps:topRight>
<ps:bottomRight>
<ps:latitude>-4.8852853016</ps:latitude>
<ps:longitude>105.4203999756</ps:longitude>
</ps:bottomRight>
<ps:bottomLeft>
<ps:latitude>-4.8852853016</ps:latitude>
<ps:longitude>105.0784807204</ps:longitude>
</ps:bottomLeft>
</ps:geographicLocation>
</ps:Footprint>
</gml:target>
<gml:resultOf>
<ps:EarthObservationResult>
<eop:product>
<ps:ProductInformation>
<eop:fileName>/execdir/20240408_032915_31_24cb_3B_AnalyticMS_8b_clip.tif</eop:fileName>
<ps:productFormat>GeoTIFF</ps:productFormat>
<ps:spatialReferenceSystem>
<ps:epsgCode>32748</ps:epsgCode>
<ps:geodeticDatum>WGS_1984</ps:geodeticDatum>
<ps:projection>WGS 84 / UTM zone 48S</ps:projection>
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</ps:spatialReferenceSystem>
<ps:resamplingKernel>CC</ps:resamplingKernel>
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<ps:rowGsd>3.0</ps:rowGsd>
<ps:columnGsd>3.0</ps:columnGsd>
<ps:radiometricCorrectionApplied>true</ps:radiometricCorrectionApplied>
<ps:geoCorrectionLevel>Precision Geocorrection</ps:geoCorrectionLevel>
<ps:elevationCorrectionApplied>FineDEM</ps:elevationCorrectionApplied>
<ps:atmosphericCorrectionApplied>false</ps:atmosphericCorrectionApplied>
</ps:ProductInformation>
</eop:product>
<eop:mask>
<eop:MaskInformation>
<eop:type>UNUSABLE DATA</eop:type>
<eop:format>RASTER</eop:format>
<eop:referenceSystemIdentifier codeSpace="EPSG">32748</eop:referenceSystemIdentifier>
<eop:fileName>NA</eop:fileName>
</eop:MaskInformation>
</eop:mask>
<opt:cloudCoverPercentage uom="percentage">11.91</opt:cloudCoverPercentage>
<opt:cloudCoverPercentageQuotationMode>AUTOMATIC</opt:cloudCoverPercentageQuotationMode>
<ps:unusableDataPercentage uom="percentage">0.0</ps:unusableDataPercentage>
<ps:bandSpecificMetadata>
<ps:bandNumber>1</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>1.8435081085793765e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>2</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>1.7803882295187582e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>3</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>1.902823847217183e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>4</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>1.9309693161187422e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>5</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.0753386524305505e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>6</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.3241881640024478e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>7</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.4847008873503035e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>8</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>3.678605473556596e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
</ps:EarthObservationResult>
</gml:resultOf>
</ps:EarthObservation>

View File

@@ -0,0 +1,210 @@
<?xml version="1.0" encoding="UTF-8"?>
<ps:EarthObservation xsi:schemaLocation="http://schemas.planet.com/ps/v1/planet_product_metadata_geocorrected_level http://schemas.planet.com/ps/v1/planet_product_metadata_geocorrected_level.xsd" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xs="http://www.w3.org/2001/XMLSchema" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:opt="http://earth.esa.int/opt" xmlns:gml="http://www.opengis.net/gml" xmlns:eop="http://earth.esa.int/eop" version="1.2.1" planet_standard_product_version="1.0" xmlns:ps="http://schemas.planet.com/ps/v1/planet_product_metadata_geocorrected_level">
<gml:metaDataProperty>
<ps:EarthObservationMetaData>
<eop:identifier>20240424_032609_49_24f8_3B_AnalyticMS_8b</eop:identifier>
<eop:acquisitionType>NOMINAL</eop:acquisitionType>
<eop:productType>L3B</eop:productType>
<eop:status>ARCHIVED</eop:status>
<eop:downlinkedTo>
<eop:DownlinkInformation>
<eop:acquisitionStation codeSpace="urn:eop:PS:stationLocation">Planet Ground Station Network</eop:acquisitionStation>
<eop:acquisitionDate>2024-04-24T03:26:09+00:00</eop:acquisitionDate>
</eop:DownlinkInformation>
</eop:downlinkedTo>
<eop:archivedIn>
<eop:ArchivingInformation>
<eop:archivingCenter codeSpace="urn:eop:PS:stationLocation">Planet Archive Center</eop:archivingCenter>
<eop:archivingDate>2024-04-24T03:26:09+00:00</eop:archivingDate>
<eop:archivingIdentifier codeSpace="urn:eop:PS:dmsCatalogueId">7262351</eop:archivingIdentifier>
</eop:ArchivingInformation>
</eop:archivedIn>
<eop:processing>
<eop:ProcessingInformation>
<eop:processorName>CMO Processor</eop:processorName>
<eop:processorVersion>4.1.4</eop:processorVersion>
<eop:nativeProductFormat>GeoTIFF</eop:nativeProductFormat>
</eop:ProcessingInformation>
</eop:processing>
<ps:license>
<ps:licenseType>20160101 - Inc - Single User</ps:licenseType>
<ps:resourceLink xlink:title="PL EULA" xlink:href="https://assets.planet.com/docs/20160101_Inc_SingleUser.txt" />
</ps:license>
<ps:versionIsd>1.0</ps:versionIsd>
<ps:pixelFormat>16U</ps:pixelFormat>
</ps:EarthObservationMetaData>
</gml:metaDataProperty>
<gml:validTime>
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<gml:beginPosition>2024-04-24T03:26:09+00:00</gml:beginPosition>
<gml:endPosition>2024-04-24T03:26:09+00:00</gml:endPosition>
</gml:TimePeriod>
</gml:validTime>
<gml:using>
<eop:EarthObservationEquipment>
<eop:platform>
<eop:Platform>
<eop:shortName>PlanetScope</eop:shortName>
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<eop:orbitType>LEO-SSO</eop:orbitType>
</eop:Platform>
</eop:platform>
<eop:instrument>
<eop:Instrument>
<eop:shortName>PSB.SD</eop:shortName>
</eop:Instrument>
</eop:instrument>
<eop:sensor>
<ps:Sensor>
<eop:sensorType>OPTICAL</eop:sensorType>
<eop:resolution uom="m">3.0000</eop:resolution>
<ps:scanType>FRAME</ps:scanType>
</ps:Sensor>
</eop:sensor>
<eop:acquisitionParameters>
<ps:Acquisition>
<eop:orbitDirection>DESCENDING</eop:orbitDirection>
<eop:incidenceAngle uom="deg">3.571112e+00</eop:incidenceAngle>
<opt:illuminationAzimuthAngle uom="deg">5.102354e+01</opt:illuminationAzimuthAngle>
<opt:illuminationElevationAngle uom="deg">6.156907e+01</opt:illuminationElevationAngle>
<ps:azimuthAngle uom="deg">1.120618e+01</ps:azimuthAngle>
<ps:spaceCraftViewAngle uom="deg">3.302948e+00</ps:spaceCraftViewAngle>
<ps:acquisitionDateTime>2024-04-24T03:26:09+00:00</ps:acquisitionDateTime>
</ps:Acquisition>
</eop:acquisitionParameters>
</eop:EarthObservationEquipment>
</gml:using>
<gml:target>
<ps:Footprint>
<gml:multiExtentOf>
<gml:MultiSurface srsName="EPSG:4326">
<gml:surfaceMembers>
<gml:Polygon>
<gml:outerBoundaryIs>
<gml:LinearRing>
<gml:coordinates>105.24421172,-4.73470122 105.24421172,-4.708206 105.27955762,-4.708206 105.27955762,-4.73470122 105.24421172,-4.73470122</gml:coordinates>
</gml:LinearRing>
</gml:outerBoundaryIs>
</gml:Polygon>
</gml:surfaceMembers>
</gml:MultiSurface>
</gml:multiExtentOf>
<gml:centerOf>
<gml:Point srsName="EPSG:4326">
<gml:pos>105.3916991774 -4.7515209346</gml:pos>
</gml:Point>
</gml:centerOf>
<ps:geographicLocation>
<ps:topLeft>
<ps:latitude>-4.6278042772</ps:latitude>
<ps:longitude>105.2182558385</ps:longitude>
</ps:topLeft>
<ps:topRight>
<ps:latitude>-4.6278042772</ps:latitude>
<ps:longitude>105.5651332730</ps:longitude>
</ps:topRight>
<ps:bottomRight>
<ps:latitude>-4.8748821229</ps:latitude>
<ps:longitude>105.5651332730</ps:longitude>
</ps:bottomRight>
<ps:bottomLeft>
<ps:latitude>-4.8748821229</ps:latitude>
<ps:longitude>105.2182558385</ps:longitude>
</ps:bottomLeft>
</ps:geographicLocation>
</ps:Footprint>
</gml:target>
<gml:resultOf>
<ps:EarthObservationResult>
<eop:product>
<ps:ProductInformation>
<eop:fileName>/execdir/20240424_032609_49_24f8_3B_AnalyticMS_8b_clip.tif</eop:fileName>
<ps:productFormat>GeoTIFF</ps:productFormat>
<ps:spatialReferenceSystem>
<ps:epsgCode>32748</ps:epsgCode>
<ps:geodeticDatum>WGS_1984</ps:geodeticDatum>
<ps:projection>WGS 84 / UTM zone 48S</ps:projection>
<ps:projectionZone>148</ps:projectionZone>
</ps:spatialReferenceSystem>
<ps:resamplingKernel>CC</ps:resamplingKernel>
<ps:numRows>977</ps:numRows>
<ps:numColumns>1308</ps:numColumns>
<ps:numBands>8</ps:numBands>
<ps:rowGsd>3.0</ps:rowGsd>
<ps:columnGsd>3.0</ps:columnGsd>
<ps:radiometricCorrectionApplied>true</ps:radiometricCorrectionApplied>
<ps:geoCorrectionLevel>Precision Geocorrection</ps:geoCorrectionLevel>
<ps:elevationCorrectionApplied>FineDEM</ps:elevationCorrectionApplied>
<ps:atmosphericCorrectionApplied>false</ps:atmosphericCorrectionApplied>
</ps:ProductInformation>
</eop:product>
<eop:mask>
<eop:MaskInformation>
<eop:type>UNUSABLE DATA</eop:type>
<eop:format>RASTER</eop:format>
<eop:referenceSystemIdentifier codeSpace="EPSG">32748</eop:referenceSystemIdentifier>
<eop:fileName>NA</eop:fileName>
</eop:MaskInformation>
</eop:mask>
<opt:cloudCoverPercentage uom="percentage">1.11</opt:cloudCoverPercentage>
<opt:cloudCoverPercentageQuotationMode>AUTOMATIC</opt:cloudCoverPercentageQuotationMode>
<ps:unusableDataPercentage uom="percentage">0.0</ps:unusableDataPercentage>
<ps:bandSpecificMetadata>
<ps:bandNumber>1</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>1.9012967837665903e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>2</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>1.8361982781016655e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>3</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>1.9624719001514638e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>4</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>1.9914996485248486e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>5</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.14039454816035e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>6</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.3970447759470552e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>7</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.5625891113555226e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>8</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>3.7939191713179176e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
</ps:EarthObservationResult>
</gml:resultOf>
</ps:EarthObservation>

View File

@@ -0,0 +1,210 @@
<?xml version="1.0" encoding="UTF-8"?>
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<gml:metaDataProperty>
<ps:EarthObservationMetaData>
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<eop:downlinkedTo>
<eop:DownlinkInformation>
<eop:acquisitionStation codeSpace="urn:eop:PS:stationLocation">Planet Ground Station Network</eop:acquisitionStation>
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</eop:DownlinkInformation>
</eop:downlinkedTo>
<eop:archivedIn>
<eop:ArchivingInformation>
<eop:archivingCenter codeSpace="urn:eop:PS:stationLocation">Planet Archive Center</eop:archivingCenter>
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</eop:ArchivingInformation>
</eop:archivedIn>
<eop:processing>
<eop:ProcessingInformation>
<eop:processorName>CMO Processor</eop:processorName>
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<eop:nativeProductFormat>GeoTIFF</eop:nativeProductFormat>
</eop:ProcessingInformation>
</eop:processing>
<ps:license>
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<ps:resourceLink xlink:title="PL EULA" xlink:href="https://assets.planet.com/docs/20160101_Inc_SingleUser.txt" />
</ps:license>
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<gml:using>
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</eop:Platform>
</eop:platform>
<eop:instrument>
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<gml:target>
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<gml:centerOf>
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<ps:geographicLocation>
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<ps:topRight>
<ps:latitude>-4.6065291420</ps:latitude>
<ps:longitude>105.4674146338</ps:longitude>
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<ps:bottomRight>
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<ps:bottomLeft>
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<gml:resultOf>
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<eop:product>
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<ps:radiometricCorrectionApplied>true</ps:radiometricCorrectionApplied>
<ps:geoCorrectionLevel>Precision Geocorrection</ps:geoCorrectionLevel>
<ps:elevationCorrectionApplied>FineDEM</ps:elevationCorrectionApplied>
<ps:atmosphericCorrectionApplied>false</ps:atmosphericCorrectionApplied>
</ps:ProductInformation>
</eop:product>
<eop:mask>
<eop:MaskInformation>
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</eop:mask>
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.1830126354745825e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.108268460009501e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
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<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.2532520916105377e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>4</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.2865808922583464e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>5</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.4575376045597762e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>6</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.752215792068133e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>7</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>2.9422888932343795e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
<ps:bandSpecificMetadata>
<ps:bandNumber>8</ps:bandNumber>
<!-- Multiply by radiometricScaleFactor to convert DNs to TOA Radiance (watts per steradian per square metre -->
<ps:radiometricScaleFactor>0.01</ps:radiometricScaleFactor>
<!-- Multiply by reflectanceCoefficient to convert DNs to TOA Reflectance -->
<ps:reflectanceCoefficient>4.356065586219926e-05</ps:reflectanceCoefficient>
</ps:bandSpecificMetadata>
</ps:EarthObservationResult>
</gml:resultOf>
</ps:EarthObservation>