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Seasonal differences in spatial scales of chlorophyll - A concentration in Lake Taihu, China

  • Ying Bao
  • , Qingjiu Tian*
  • , Shaojie Sun
  • , Hongwei Wei
  • , Jia Tian
  • *Corresponding author for this work
  • Nanjing University

Research output: Contribution to journalConference articlepeer-review

Abstract

Spatial distribution of chlorophyll-a (chla) concentration in Lake Taihu is non-uniform and seasonal variability. Chla concentration retrieval algorithms were separately established using measured data and remote sensing images (HJ-1 CCD and MODIS data) in October 2010, March 2011, and September 2011. Then parameters of semi- variance were calculated on the scale of 30m, 250m and 500m for analyzing spatial heterogeneity in different seasons. Finally, based on the definitions of Lumped chla (chlaL) and Distributed chla (chlaD), seasonal model of chla concentration scale error was built. The results indicated that: spatial distribution of chla concentration in spring was more uniform. In summer and autumn, chla concentration in the north of the lake such as Meiliang Bay and Zhushan Bay was higher than that in the south of Lake Taihu. Chla concentration on different scales showed the similar structure in the same season, while it had different structure in different seasons. And inversion chla concentration from MODIS 500m had a greater scale error. The spatial scale error changed with seasons. It was higher in summer and autumn than that in spring. The maximum relative error can achieve 23%.

Original languageEnglish
Pages (from-to)269-274
Number of pages6
JournalInternational Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
Volume39
StatePublished - 2012
Externally publishedYes
Event22nd Congress of the International Society for Photogrammetry and Remote Sensing, ISPRS 2012 - Melbourne, Australia
Duration: 25 Aug 20121 Sep 2012

Keywords

  • Chlorophyll-a concentration
  • Different Seasons
  • Scale Error
  • Scale Heterogeneity

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