A global dataset of the fraction of absorbed photosynthetically active radiation for 1982–2022

The fraction of absorbed photosynthetically active radiation (FPAR) is an essential biophysical parameter that characterizes the structure and function of terrestrial ecosystems. Despite the extensive utilization of several satellite-derived FPAR products, notable temporal inconsistencies within eac...

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Veröffentlicht in:Scientific data 2024-06, Vol.11 (1), p.707-15, Article 707
Hauptverfasser: Zhao, Weiqing, Zhu, Zaichun, Cao, Sen, Li, Muyi, Zha, Junjun, Pu, Jiabin, Myneni, Ranga B.
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Sprache:eng
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Zusammenfassung:The fraction of absorbed photosynthetically active radiation (FPAR) is an essential biophysical parameter that characterizes the structure and function of terrestrial ecosystems. Despite the extensive utilization of several satellite-derived FPAR products, notable temporal inconsistencies within each product have been underscored. Here, the new generation of the GIMMS FPAR product, GIMMS FPAR4g, was developed using a combination of a machine learning algorithm and a pixel-wise multi-sensor records integration approach. PKU GIMMS NDVI, which eliminates the orbital drift and sensor degradation issues, was used as the data source. Comparisons with ground-based measurements indicate root mean square errors ranging from 0.10 to 0.14 with R-squared ranging from 0.73 to 0.87. More importantly, our product demonstrates remarkable spatiotemporal coherence and continuity, revealing a persistent terrestrial darkening over the past four decades (0.0004 yr −1 , p 
ISSN:2052-4463
2052-4463
DOI:10.1038/s41597-024-03561-0