Fourteen-Year Record (2000–2013) of the Spatial and Temporal Dynamics of Floating Algae Blooms in Lake Chaohu, Observed from Time Series of MODIS Images

As the fifth largest freshwater lake in China, Lake Chaohu has drawn increasing attention due to the decline in water quality and the occurrence of massive algal blooms. We applied an algae pixel-growing algorithm to MODIS Terra or Aqua data (2100 images) to characterize surface floating algae bloom...

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Main Authors: Yuchao Zhang, Ronghua Ma, Min Zhang, Hongtao Duan, Steven Loiselle, Jinduo Xu
Format: Article
Language:English
Published: MDPI AG 2015-08-01
Series:Remote Sensing
Subjects:
Online Access:http://www.mdpi.com/2072-4292/7/8/10523
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spelling doaj-f445b7d5a17946d69f11deb6c6e235db2020-11-24T22:35:19ZengMDPI AGRemote Sensing2072-42922015-08-0178105231054210.3390/rs70810523rs70810523Fourteen-Year Record (2000–2013) of the Spatial and Temporal Dynamics of Floating Algae Blooms in Lake Chaohu, Observed from Time Series of MODIS ImagesYuchao Zhang0Ronghua Ma1Min Zhang2Hongtao Duan3Steven Loiselle4Jinduo Xu5State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, ChinaState Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, ChinaState Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, ChinaState Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, ChinaDipartimento di Biotecnologie, Chimica e Farmacia, University of Siena, CSGI, Via Aldo Moro 2, Siena 53100, ItalyState Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, ChinaAs the fifth largest freshwater lake in China, Lake Chaohu has drawn increasing attention due to the decline in water quality and the occurrence of massive algal blooms. We applied an algae pixel-growing algorithm to MODIS Terra or Aqua data (2100 images) to characterize surface floating algae bloom dynamics from 2000 to 2013 with respect to meteorological and lake nutrient conditions. The results show an increase in surface algal bloom coverage, frequency, and duration with a trend toward earlier bloom formation. Importantly, spatial and temporal patterns in the historically less compromised eastern and middle lake areas show that water quality conditions are deteriorating. This has occurred at the same time as lake management has made a catchment scale effort to reduce impact. Our results show that nutrient concentrations were not the main driver of inter-annual bloom variations. Local meteorological conditions, in particular wind speed and temperature, played an important role in the dynamics of floating algal bloom. This highlights the important challenges for lake management.http://www.mdpi.com/2072-4292/7/8/10523floating algae bloomsfloating algae indexalgae pixel-growing algorithmMODISLake Chaohu
collection DOAJ
language English
format Article
sources DOAJ
author Yuchao Zhang
Ronghua Ma
Min Zhang
Hongtao Duan
Steven Loiselle
Jinduo Xu
spellingShingle Yuchao Zhang
Ronghua Ma
Min Zhang
Hongtao Duan
Steven Loiselle
Jinduo Xu
Fourteen-Year Record (2000–2013) of the Spatial and Temporal Dynamics of Floating Algae Blooms in Lake Chaohu, Observed from Time Series of MODIS Images
Remote Sensing
floating algae blooms
floating algae index
algae pixel-growing algorithm
MODIS
Lake Chaohu
author_facet Yuchao Zhang
Ronghua Ma
Min Zhang
Hongtao Duan
Steven Loiselle
Jinduo Xu
author_sort Yuchao Zhang
title Fourteen-Year Record (2000–2013) of the Spatial and Temporal Dynamics of Floating Algae Blooms in Lake Chaohu, Observed from Time Series of MODIS Images
title_short Fourteen-Year Record (2000–2013) of the Spatial and Temporal Dynamics of Floating Algae Blooms in Lake Chaohu, Observed from Time Series of MODIS Images
title_full Fourteen-Year Record (2000–2013) of the Spatial and Temporal Dynamics of Floating Algae Blooms in Lake Chaohu, Observed from Time Series of MODIS Images
title_fullStr Fourteen-Year Record (2000–2013) of the Spatial and Temporal Dynamics of Floating Algae Blooms in Lake Chaohu, Observed from Time Series of MODIS Images
title_full_unstemmed Fourteen-Year Record (2000–2013) of the Spatial and Temporal Dynamics of Floating Algae Blooms in Lake Chaohu, Observed from Time Series of MODIS Images
title_sort fourteen-year record (2000–2013) of the spatial and temporal dynamics of floating algae blooms in lake chaohu, observed from time series of modis images
publisher MDPI AG
series Remote Sensing
issn 2072-4292
publishDate 2015-08-01
description As the fifth largest freshwater lake in China, Lake Chaohu has drawn increasing attention due to the decline in water quality and the occurrence of massive algal blooms. We applied an algae pixel-growing algorithm to MODIS Terra or Aqua data (2100 images) to characterize surface floating algae bloom dynamics from 2000 to 2013 with respect to meteorological and lake nutrient conditions. The results show an increase in surface algal bloom coverage, frequency, and duration with a trend toward earlier bloom formation. Importantly, spatial and temporal patterns in the historically less compromised eastern and middle lake areas show that water quality conditions are deteriorating. This has occurred at the same time as lake management has made a catchment scale effort to reduce impact. Our results show that nutrient concentrations were not the main driver of inter-annual bloom variations. Local meteorological conditions, in particular wind speed and temperature, played an important role in the dynamics of floating algal bloom. This highlights the important challenges for lake management.
topic floating algae blooms
floating algae index
algae pixel-growing algorithm
MODIS
Lake Chaohu
url http://www.mdpi.com/2072-4292/7/8/10523
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