MODIS leaf area index products: From validation to algorithm improvement

Wenze Yang*, Bin Tan, Dong Huang, Miina Rautiainen, Nikolay V. Shabanov, Y. Wang, Jeffrey L. Privette, Karl Fred Huemmrich, Rasmus Fensholt, Inge Sandholt, M. Weiss, Douglas E. Ahl, Stith T. Gower, Ramakrishna R. Nemani, Yuri Knyazikhin, Ranga B. Myneni

*Tämän työn vastaava kirjoittaja

Tutkimustuotos: LehtiartikkeliArticleScientificvertaisarvioitu

255 Sitaatiot (Scopus)

Abstrakti

Global products of vegetation green Leaf Area Index (LAI) and Fraction of Photosynthetically Active Radiation absorbed by vegetation (FPAR) are being operationally produced from Terra and Aqua Moderate Resolution Imaging Spectroradiometers (MODIS) at 1-km resolution and eight-day frequency. This paper summarizes the experience of several collaborating investigators on validation of MODIS LAI products and demonstrates the close connection between product validation and algorithm refinement activities. The validation of moderate resolution LAI products includes three steps: 1) field sampling representative of LAI spatial distribution and dynamic range within each major land cover type at the validation site; 2) development of a transfer function between field LAI measurements and high resolution satellite data to generate a reference LAI map over an extended area; and 3) comparison of MODIS LAI with aggregated reference LAI map at patch (multipixel) scale in view of geo-location and pixel shift uncertainties. The MODIS LAI validation experiences, summarized here, suggest three key factors that influence the accuracy of LAI retrievals: 1) uncertainties in input land cover data, 2) uncertainties in input surface reflectances, and 3) uncertainties from the model used to build the look-up tables accompanying the algorithm. This strategy of validation efforts guiding algorithm refinements has led to progressively more accurate LAI products from the MODLS sensors aboard NASA's Terra and Aqua platforms.

AlkuperäiskieliEnglanti
Artikkeli1645288
Sivut1885-1896
Sivumäärä12
JulkaisuIEEE Transactions on Geoscience and Remote Sensing
Vuosikerta44
Numero7
DOI - pysyväislinkit
TilaJulkaistu - heinäkuuta 2006
OKM-julkaisutyyppiA1 Julkaistu artikkeli, soviteltu

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