Mapping Land Use Land Cover Change in the Lower Mekong Basin From 1997 to 2010

The Lower Mekong Basin (LMB) is biologically diverse, economically important, and home to about 65 million people. The region has undergone extensive environmental changes since the 1990s due to such factors as agricultural expansion and intensification, deforestation, more river damming, increased...

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Main Authors: Joseph Spruce, John Bolten, Ibrahim N. Mohammed, Raghavan Srinivasan, Venkat Lakshmi
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-03-01
Series:Frontiers in Environmental Science
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fenvs.2020.00021/full
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spelling doaj-a2f5a7fb950b43efb3442191d965a7a22020-11-25T02:38:06ZengFrontiers Media S.A.Frontiers in Environmental Science2296-665X2020-03-01810.3389/fenvs.2020.00021475316Mapping Land Use Land Cover Change in the Lower Mekong Basin From 1997 to 2010Joseph Spruce0John Bolten1Ibrahim N. Mohammed2Raghavan Srinivasan3Venkat Lakshmi4Science Systems and Applications, Inc., Consultant, Diamondhead, MS, United StatesNASA GSFC Hydrological Sciences Branch, Greenbelt, MD, United StatesScience Applications International Corporation, Hydrological Sciences Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, United StatesSpatial Sciences Laboratory, Texas A&M University, College Station, TX, United StatesDepartment of Engineering Systems and Environment, University of Virginia, Charlottesville, VA, United StatesThe Lower Mekong Basin (LMB) is biologically diverse, economically important, and home to about 65 million people. The region has undergone extensive environmental changes since the 1990s due to such factors as agricultural expansion and intensification, deforestation, more river damming, increased urbanization, growing human populations, expansion of industrial forest plantations, plus frequent natural disasters from flooding and drought. The Mekong river is also heavily used for human transportation, fishing, drinking water, and irrigation. This paper discusses use of pre-existing LULC maps from 1997 and 2010 to derive a LMB regional LULC change map for 9 classes per date using GIS overlay techniques. The change map was derived to aid SWAT hydrologic modeling applications in the LMB, given the 2010 map is currently used in multiple LMB SWAT models, whereas the 1997 map was previously used. The 2010 LULC map was constructed from Landsat and MODIS satellite data, while the 1997 map was from before the MODIS era and therefore based on available Landsat data. The 1997–2010 LULC change map showed multiple trends. Permanent agriculture had expanded in certain sub-basins into previously forested areas. Some agricultural areas were converted to industrial forest plantations. Extensive forest changes also occurred in some locations, such as areas changed to shifting cultivation or permanent crops. Also, the 1997 map under classified some urban areas, whereas the 2010 LULC map showed improved identification of such areas. LULC map accuracy were assessed for 213 randomly sampled locations. The 1997 and 2010 LULC maps showed high overall agreements with reference data exceeding 87%. The LULC change map yielded a moderately high level of overall agreement (78%) that improved to ∼83% once LULC classification scheme specificity was reduced (forests and agriculture were each mapped as singular classes). The change map regionally showed a 4% decrease in agriculture and a 4% increase in deciduous and evergreen forests combined, though deforestation hot spot areas also were evident. The project yielded LULC map data sets that are now available for aiding additional studies that assess LMB LULC change and the impacts such change may pose to water, agriculture, forestry, and disaster management efforts. More work is needed to map, quantify and assess LULC change since 2010 and to further update the 2010 LULC map currently used in the LMB SWAT models.https://www.frontiersin.org/article/10.3389/fenvs.2020.00021/fullLower Mekong Basinland use land cover changeSWAT hydrologic modelagricultural monitoringdeforestation
collection DOAJ
language English
format Article
sources DOAJ
author Joseph Spruce
John Bolten
Ibrahim N. Mohammed
Raghavan Srinivasan
Venkat Lakshmi
spellingShingle Joseph Spruce
John Bolten
Ibrahim N. Mohammed
Raghavan Srinivasan
Venkat Lakshmi
Mapping Land Use Land Cover Change in the Lower Mekong Basin From 1997 to 2010
Frontiers in Environmental Science
Lower Mekong Basin
land use land cover change
SWAT hydrologic model
agricultural monitoring
deforestation
author_facet Joseph Spruce
John Bolten
Ibrahim N. Mohammed
Raghavan Srinivasan
Venkat Lakshmi
author_sort Joseph Spruce
title Mapping Land Use Land Cover Change in the Lower Mekong Basin From 1997 to 2010
title_short Mapping Land Use Land Cover Change in the Lower Mekong Basin From 1997 to 2010
title_full Mapping Land Use Land Cover Change in the Lower Mekong Basin From 1997 to 2010
title_fullStr Mapping Land Use Land Cover Change in the Lower Mekong Basin From 1997 to 2010
title_full_unstemmed Mapping Land Use Land Cover Change in the Lower Mekong Basin From 1997 to 2010
title_sort mapping land use land cover change in the lower mekong basin from 1997 to 2010
publisher Frontiers Media S.A.
series Frontiers in Environmental Science
issn 2296-665X
publishDate 2020-03-01
description The Lower Mekong Basin (LMB) is biologically diverse, economically important, and home to about 65 million people. The region has undergone extensive environmental changes since the 1990s due to such factors as agricultural expansion and intensification, deforestation, more river damming, increased urbanization, growing human populations, expansion of industrial forest plantations, plus frequent natural disasters from flooding and drought. The Mekong river is also heavily used for human transportation, fishing, drinking water, and irrigation. This paper discusses use of pre-existing LULC maps from 1997 and 2010 to derive a LMB regional LULC change map for 9 classes per date using GIS overlay techniques. The change map was derived to aid SWAT hydrologic modeling applications in the LMB, given the 2010 map is currently used in multiple LMB SWAT models, whereas the 1997 map was previously used. The 2010 LULC map was constructed from Landsat and MODIS satellite data, while the 1997 map was from before the MODIS era and therefore based on available Landsat data. The 1997–2010 LULC change map showed multiple trends. Permanent agriculture had expanded in certain sub-basins into previously forested areas. Some agricultural areas were converted to industrial forest plantations. Extensive forest changes also occurred in some locations, such as areas changed to shifting cultivation or permanent crops. Also, the 1997 map under classified some urban areas, whereas the 2010 LULC map showed improved identification of such areas. LULC map accuracy were assessed for 213 randomly sampled locations. The 1997 and 2010 LULC maps showed high overall agreements with reference data exceeding 87%. The LULC change map yielded a moderately high level of overall agreement (78%) that improved to ∼83% once LULC classification scheme specificity was reduced (forests and agriculture were each mapped as singular classes). The change map regionally showed a 4% decrease in agriculture and a 4% increase in deciduous and evergreen forests combined, though deforestation hot spot areas also were evident. The project yielded LULC map data sets that are now available for aiding additional studies that assess LMB LULC change and the impacts such change may pose to water, agriculture, forestry, and disaster management efforts. More work is needed to map, quantify and assess LULC change since 2010 and to further update the 2010 LULC map currently used in the LMB SWAT models.
topic Lower Mekong Basin
land use land cover change
SWAT hydrologic model
agricultural monitoring
deforestation
url https://www.frontiersin.org/article/10.3389/fenvs.2020.00021/full
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