9d1911fa5d98679c60aeb8f813c4aebc remotesensing-12-01017.pdf 8b45a3d2ef720a0cebd162cbe0cb294073e32eb1 remotesensing-12-01017.pdf fb1506e8aecdc63ec166cafcb7ec398631bc0a6507a1536f4791b8350bcfecb0 remotesensing-12-01017.pdf Title: Quality Assessment of PROBA-V LAI, fAPAR and fCOVER Collection 300 m Products of Copernicus Global Land Service Subject: The Copernicus Global Land Service (CGLS) provides global time series of leaf area index (LAI), fraction of absorbed photosynthetically active radiation (fAPAR) and fraction of vegetation cover (fCOVER) data at a resolution of 300 m and a frequency of 10 days. We performed a quality assessment and validation of Version 1 Collection 300 m products that were consistent with the guidelines of the Land Product Validation (LPV) subgroup of the Committee on Earth Observation System (CEOS) Working Group on Calibration and Validation (WGCV). The spatiotemporal patterns of Collection 300 m V1 LAI, fAPAR and fCOVER products are consistent with CGLS Collection 1 km V1, Collection 1 km V2 and Moderate Resolution Imagery Spectroradiometer Collection 6 (MODIS C6) products. The Collection 300 m V1 products have good precision and smooth temporal profiles, and the interannual variations are consistent with similar satellite products. The accuracy assessment using ground measurements mainly over crops shows an overall root mean square deviation of 1.01 (44.3%) for LAI, 0.12 (22.2%) for fAPAR and 0.21 (42.6%) for fCOVER, with positive mean biases of 0.36 (15.5%), 0.05 (10.3%) and 0.16 (32.2%), respectively. The products meet the CGLS user accuracy requirements in 69.1%, 62.5% and 29.7% of the cases for LAI, fAPAR and fCOVER, respectively. The CGLS will continue the production of Collection 300 m V1 LAI, fAPAR and fCOVER beyond the end of the PROBA-V mission by using Sentinel-3 OLCI as input data. Keywords: leaf area index; fraction of absorbed photosynthetically active radiation; fraction of vegetation cover; validation; PROBA-V; Copernicus Global Land Service Author: Beatriz Fuster, Jorge Sánchez-Zapero, Fernando Camacho, Vicente García-Santos, Aleixandre Verger, Roselyne Lacaze, Marie Weiss, Frederic Baret and Bruno Smets Creator: LaTeX with hyperref package Producer: pdfTeX-1.40.18 CreationDate: Sun Mar 22 07:28:42 2020 CET ModDate: Sun Mar 22 07:28:42 2020 CET Tagged: no UserProperties: no Suspects: no Form: none JavaScript: no Pages: 29 Encrypted: no Page size: 595.276 x 841.89 pts (A4) Page rot: 0 File size: 6321881 bytes Optimized: no PDF version: 1.5 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- QSQSYB+URWPalladioL-Ital Type 1 Custom yes yes no 131 0 TPIXSJ+URWPalladioL-Bold Type 1 Custom yes yes no 132 0 SSNIUI+VnURWPalladioL-Bold Type 1 Custom yes yes no 133 0 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WinAnsi yes yes no 1145 0 GAJDED+PalatinoLinotype-Roman TrueType WinAnsi yes yes no 1146 0 GAJCFE+PalatinoLinotype-Roman CID TrueType Identity-H yes yes yes 1256 0 GAJDCA+PalatinoLinotype-Italic CID TrueType Identity-H yes yes yes 1257 0 GAJDDB+PalatinoLinotype-Italic TrueType WinAnsi yes yes no 1258 0 GAJDEB+PalatinoLinotype-Bold CID TrueType Identity-H yes yes yes 1259 0 GAJDEC+PalatinoLinotype-Bold TrueType WinAnsi yes yes no 1260 0 GAJDED+PalatinoLinotype-Roman TrueType WinAnsi yes yes no 1261 0 GAJEMM+ArialMT CID TrueType Identity-H yes yes yes 1262 0 GAJHHM+Calibri CID TrueType Identity-H yes yes yes 1263 0 YWGLGW+Rpxi Type 1 Builtin yes yes no 1320 0 VSHNAE+Rpcxr Type 1 Builtin yes yes no 1421 0 Jhove (Rel. 1.22.1, 2019-04-17) Date: 2021-06-18 02:46:57 CEST RepresentationInformation: remotesensing-12-01017.pdf ReportingModule: PDF-hul, Rel. 1.12.1 (2019-04-17) LastModified: 2021-06-17 13:16:53 CEST Size: 6321881 Format: PDF Version: 1.5 Status: Well-Formed and valid 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ぃはぬぬづっぴどはのぜ〴ぜ〰〳〰〰ぜ〴ぜ〰ねぜ〴ぜ〰ざ〱ぜ〴ぜ〰ぐげくあぁ〭ざぜ〴ぜ〰がぁぉ〬ぜ〴ぜ〰てぁぐぁげぜ〴ぜ〰ちのつぜ〴ぜ〰てぃくざぅげぜ〴ぜ〰ぐひはつふっぴびぜ〴ぜ〰さのつづひぜ〴ぜ〰ぅぶちぬふちぴどはのぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㈩‾㸊⡜㌷㙜㌷㝜〰ぃぇがこぜ〴ぜ〰ぐげくあぁ〭ざぜ〴ぜ〰ぃはぬぬづっぴどはのぜ〴ぜ〰〱ぜ〴ぜ〰にねぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㌩‾㸊⡜㌷㙜㌷㝜〰ぎぁこぁぜ〴ぜ〰きくい〱〵ぁ〲えぜ〴ぜ〰ぃはぬぬづっぴどはのぜ〴ぜ〰〶ぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㐩‾㸊⡜㌷㙜㌷㝜〰けふちぬどぴべぜ〴ぜ〰うぬちでびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸳ Item: Title: ぃぇがこぜ〴ぜ〰ぐげくあぁ〭ざぜ〴ぜ〰ぃはぬぬづっぴどはのぜ〴ぜ〰〱ぜ〴ぜ〰にねぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㌩‾㸊⡜㌷㙜㌷㝜〰ぎぁこぁぜ〴ぜ〰きくい〱〵ぁ〲えぜ〴ぜ〰ぃはぬぬづっぴどはのぜ〴ぜ〰〶ぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㐩‾㸊⡜㌷㙜㌷㝜〰けふちぬどぴべぜ〴ぜ〰うぬちでびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸳ Item: Title: ぎぁこぁぜ〴ぜ〰きくい〱〵ぁ〲えぜ〴ぜ〰ぃはぬぬづっぴどはのぜ〴ぜ〰〶ぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㐩‾㸊⡜㌷㙜㌷㝜〰けふちぬどぴべぜ〴ぜ〰うぬちでびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸳ Item: Title: けふちぬどぴべぜ〴ぜ〰うぬちでびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸳ Item: Title: けふちぬどぴべぜ〴ぜ〰ぁびびづびびねづのぴぜ〴ぜ〰きづぴとはつびぜ〴ぜ〰ちのつぜ〴ぜ〰ぇひはふのつぜ〴ぜ〰いちぴちびづぴびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㌮ㄩ‾㸊⡜㌷㙜㌷㝜〰ぇひはふのつぜ〴ぜ〰きづちびふひづねづのぴびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㌮㈩‾㸊⡜㌷㙜㌷㝜〰ざちぬどつちぴどはのぜ〴ぜ〰きづぴとはつびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸳⸲⸱ Children: Item: Title: ぇひはふのつぜ〴ぜ〰きづちびふひづねづのぴびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㌮㈩‾㸊⡜㌷㙜㌷㝜〰ざちぬどつちぴどはのぜ〴ぜ〰きづぴとはつびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸳⸲⸱ Item: Title: ざちぬどつちぴどはのぜ〴ぜ〰きづぴとはつびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸳⸲⸱ Children: Item: Title: ぃはのびどびぴづのっべぜ〴ぜ〰ぁびびづびびねづのぴぜ〴ぜ〰ぷどぴとぜ〴ぜ〰こどねどぬちひぜ〴ぜ〰こちぴづぬぬどぴづぜ〴ぜ〰ぐひはつふっぴびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸳⸲⸲ Item: Title: ぐひづっどびどはのぜ〴ぜ〰ぁびびづびびねづのぴぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸳⸲⸳ Item: Title: ぁっっふひちっべぜ〴ぜ〰ぁびびづびびねづのぴぜ〴ぜ〰ぷどぴとぜ〴ぜ〰ぇひはふのつぜ〴ぜ〰きづちびふひづねづのぴびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸴ Item: Title: けふちぬどぴべぜ〴ぜ〰ぁびびづびびねづのぴぜ〴ぜ〰げづびふぬぴびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㐮ㄩ‾㸊⡜㌷㙜㌷㝜〰ぃはのびどびぴづのっべぜ〴ぜ〰ぷどぴとぜ〴ぜ〰こどねどぬちひぜ〴ぜ〰ぐひはつふっぴびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸴⸱⸱ Children: Item: Title: ぃはのびどびぴづのっべぜ〴ぜ〰ぷどぴとぜ〴ぜ〰こどねどぬちひぜ〴ぜ〰ぐひはつふっぴびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸴⸱⸱ Children: Item: Title: こばちぴどちぬぜ〴ぜ〰ぃはのびどびぴづのっべぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸴⸱⸲ Item: Title: ごづねばはひちぬぜ〴ぜ〰ぃはのびどびぴづのっべぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸴⸱⸳ Item: Title: くぶづひちぬぬぜ〴ぜ〰こばちぴどはぴづねばはひちぬぜ〴ぜ〰ぃはのびどびぴづのっべぜ〴ぜ〰あづぴぷづづのぜ〴ぜ〰ぐひはつふっぴびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㐮㈩‾㸊⡜㌷㙜㌷㝜〰ぐひはつふっぴぜ〴ぜ〰ぐひづっどびどはのぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸴⸲⸱ Item: Title: ぐひはつふっぴぜ〴ぜ〰ぐひづっどびどはのぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸴⸲⸱ Children: Item: Title: ぉのぴづひ〭ぁののふちぬぜ〴ぜ〰ぐひづっどびどはのぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸴⸲⸲ Item: Title: ぉのぴひち〭ぁののふちぬぜ〴ぜ〰ぐひづっどびどはのぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㐮㌩‾㸊⡜㌷㙜㌷㝜〰ぁっっふひちっべぜ〴ぜ〰ぁびびづびびねづのぴぜ〴ぜ〰ぷどぴとぜ〴ぜ〰ぇひはふのつぜ〴ぜ〰きづちびふひづねづのぴびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸴⸳⸱ Item: Title: ぁっっふひちっべぜ〴ぜ〰ぁびびづびびねづのぴぜ〴ぜ〰ぷどぴとぜ〴ぜ〰ぇひはふのつぜ〴ぜ〰きづちびふひづねづのぴびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸴⸳⸱ Children: Item: Title: ざちぬどつちぴどはのぜ〴ぜ〰はてぜ〴ぜ〰ぐげくあぁ〭ざぜ〴ぜ〰ぃはぬぬづっぴどはのぜ〴ぜ〰〳〰〰ぜ〴ぜ〰ねぜ〴ぜ〰ざ〱ぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獵扳散瑩潮⸴⸳⸲ Item: Title: ざちぬどつちぴどはのぜ〴ぜ〰はてぜ〴ぜ〰きくいぉこぜ〴ぜ〰ちのつぜ〴ぜ〰ぐげくあぁ〭ざぜ〴ぜ〰ぐひはつふっぴびぜ〴ぜ〰はぶづひぜ〴ぜ〰ぴとづぜ〴ぜ〰ぃはねねはのぜ〴ぜ〰こちねばぬづびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸵ Item: Title: いどびっふびびどはのぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸶ Item: Title: ぃはのっぬふびどはのびぜ〴ぜ〰ちのつぜ〴ぜ〰ぐひはびばづっぴびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⹁⸩‾㸊⡜㌷㙜㌷㝜〰がぁぎいざぁがぜ〴ぜ〰ぎづぴぷはひにぜ〴ぜ〰はてぜ〴ぜ〰こどぴづびぜ〴〩਼㰠⽓ 䝯呯 䐠⡴慢汥⹣慰瑩潮⸲㘩‾㸊⡜㌷㙜㌷㝜〰げづてづひづのっづび Item: Title: がぁぎいざぁがぜ〴ぜ〰ぎづぴぷはひにぜ〴ぜ〰はてぜ〴ぜ〰こどぴづびぜ〴〩਼㰠⽓ 䝯呯 䐠⡴慢汥⹣慰瑩潮⸲㘩‾㸊⡜㌷㙜㌷㝜〰げづてづひづのっづび Item: Title: げづてづひづのっづび Filters: FilterPipeline: FlateDecode Fonts: Type1: Font: BaseFont: MSFOTJ+Pxsy FontSubset: true FirstChar: 0 LastChar: 15 FontDescriptor: FontName: MSFOTJ+Pxsy Flags: Symbolic FontBBox: -21, -994, 1292, 912 FontFile: true Font: BaseFont: QSQSYB+URWPalladioL-Ital 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