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In this work, we present a model to derive the bidirectional reflectance distribution function (BRDF) normalization and apply it to the HLS product at 30 m spatial resolution. It is based on the BRDF parameters estimated from the MODerate Resolution Imaging Spectroradiometer (MODIS) surface reflectance product (M{O,Y}D09) at 1 km spatial resolution using the VJB method (Vermote et al., 2009). Unsupervised classification (segmentation) of HLS images is used to disaggregate the BRDF parameters to the HLS spatial resolution and to build a BRDF parameters database at HLS scale. We first test the proposed BRDF normalization for different solar zenith angles over two homogeneous sites, in particular one desert and one Peruvian Amazon forest. The proposed method reduces both the correlation with the solar zenith angle and the coefficient of variation (CV) of the reflectance time series in the red and near infrared bands to 4% in forest and keeps a low CV of 3% to 4% for the deserts. Additionally, we assess the impact of the view zenith angle (VZA) in an area of the Brazilian Amazon forest close to the equator, where impact of the angular variation is stronger because it occurs in the principal plane. The directional reflectance shows a strong dependency with the VZA. The current HLS BRDF correction reduces this dependency but still shows an under-correction, especially in the near infrared, while the proposed method shows no dependency with the view angles. We also evaluate the BRDF parameters using field surface albedo measurements as a reference over seven different sites of the US surface radiation budget observing network (SURFRAD) and five sites of the Australian OzFlux network."}], "referenceCount": 0, "subjects": [], "container": {"title": "Remote Sensing", "type": "Journal", "firstPage": "632", "volume": "11", "identifierType": "ISSN", "identifier": "2072-4292", "issue": "6"}, "state": "findable", "created": "2020-02-12T12:48:43.000Z", "source": "levriero", "metadataVersion": 0, "version": null, "isActive": true, "registered": "2020-02-12T12:48:43.000Z", "contentUrl": null, "geoLocations": [], "updated": "2020-02-12T12:48:43.000Z", "fundingReferences": [], "partOfCount": 0, "viewCount": 0, "versionOfCount": 0, "downloadsOverTime": [], "dates": [{"date": "2019-03-15", "dateType": "Issued"}, {"date": "2019-03-18T08:07:23Z", "dateType": "Updated"}], "relatedIdentifiers": [{"relationType": "IsPartOf", "relatedIdentifier": "2072-4292", 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