Assessment of the Impact of Reservoirs in the Upper Mekong River Using Satellite Radar Altimetry and Remote Sensing Imageries
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remote sensing Article Assessment of the Impact of Reservoirs in the Upper Mekong River Using Satellite Radar Altimetry and Remote Sensing Imageries Kuan-Ting Liu 1, Kuo-Hsin Tseng 1,2,3,*, C. K. Shum 4,5, Chian-Yi Liu 2,6, Chung-Yen Kuo 7, Ganming Liu 5, Yuanyuan Jia 5 and Kun Shang 5 1 Department of Civil Engineering, National Central University, 32001 Taoyuan, Taiwan; [email protected] 2 Center for Space and Remote Sensing Research, National Central University, 32001 Taoyuan, Taiwan; [email protected] 3 Institute of Hydrological and Oceanic Sciences, National Central University, 32001 Taoyuan, Taiwan 4 State Key Laboratory of Geodesy and Earth’s Dynamics, Institute of Geodesy and Geophysics, Chinese Academy of Sciences, 430077 Wuhan, China; [email protected] 5 Division of Geodetic Science, School of Earth Sciences, Ohio State University, Columbus, OH 43210, USA; [email protected] (G.L.); [email protected] (Y.J.); [email protected] (K.S.) 6 Department of Atmospheric Sciences, National Central University, 32001 Taoyuan, Taiwan 7 Department of Geomatics, National Cheng Kung University, 70101 Tainan, Taiwan; [email protected] * Correspondence: [email protected]; Tel.: +88-63422-7151 Academic Editors: Cheinway Hwang, Wenbin Shen, Stéphane Calmant, Magaly Koch and Prasad S. Thenkabail Received: 29 February 2016; Accepted: 20 April 2016; Published: 28 April 2016 Abstract: Waterlevel (WL) and water volume (WV) of surface-water bodies are among the most crucial variables used in water-resources assessment and management. They fluctuate as a result of climatic forcing, and they are considered as indicators of climatic impacts on water resources. Quantifying riverine WL and WV, however, usually requires the availability of timely and continuous in situ data, which could be a challenge for rivers in remote regions, including the Mekong River basin. As one of the most developed rivers in the world, with more than 20 dams built or under construction, Mekong River is in need of a monitoring system that could facilitate basin-scale management of water resources facing future climate change. This study used spaceborne sensors to investigate two dams in the upper Mekong River, Xiaowan and Jinghong Dams within China, to examine river flow dynamics after these dams became operational. We integrated multi-mission satellite radar altimetry (RA, Envisat and Jason-2) and Landsat-5/-7/-8 Thematic Mapper (TM)/Enhanced Thematic Mapper plus (ETM+)/Operational Land Imager (OLI) optical remote sensing (RS) imageries to construct composite WL time series with enhanced spatial resolutions and substantially extended WL data records. An empirical relationship between WL variation and water extent was first established for each dam, and then the combined long-term WL time series from Landsat images are reconstructed for the dams. The R2 between altimetry WL and Landsat water area measurements is >0.95. Next, the Tropical Rainfall Measuring Mission (TRMM) data were used to diagnose and determine water variation caused by the precipitation anomaly within the basin. Finally, the impact of hydrologic dynamics caused by the impoundment of the dams is assessed. The discrepancy between satellite-derived WL and available in situ gauge data, in term of root-mean-square error (RMSE) is at 2–5 m level. The estimated WV variations derived from combined RA/RS imageries and digital elevation model (DEM) are consistent with results from in situ data with a difference at about 3%. We concluded that the river level downstream is affected by a combined operation of these two dams after 2009, which has decreased WL by 0.20 m¨ year´1 in wet seasons and increased WL by 0.35 m¨ year´1 in dry seasons. Keywords: Mekong River; water level; satellite radar altimetry; optical satellite images Remote Sens. 2016, 8, 367; doi:10.3390/rs8050367 www.mdpi.com/journal/remotesensing Remote Sens. 2016, 8, 367 2 of 19 Keywords: Mekong River; water level; satellite radar altimetry; optical satellite images Remote Sens. 2016, 8, 367 2 of 19 1. Introduction Introduction Mekong RiverRiver (MR),(MR), alsoalso called Lancang River in China,China, originates from the eastern Qinghai-Tibetan Plateau (TP)(TP) (Figure (Figure1) and1) and is ranked is ranked as the as 10th the longest10th longest river in river the world. in the The world. region The where region headwater where headwaterforms is also forms called is also the Threecalled Riversthe Three Nature Rivers Reserve, Nature where Reserve, the streamwhere the later stream diverts later into diverts two other into twomajor other rivers major in China: rivers the in China: Yangtze the and Yangtze Yellow and Rivers. Yellow This Rivers. reserve This area reserve is formed area by is steep formed terrain by steep with terrainan average with altitude an average at 4000 altitude m and at abundant 4000 m and alpine abun glaciers.dant alpine The MRglaciers. is a transboundary The MR is a transboundary river running riverthrough running six countries through insix Southeastcountries Asia,in Southeast including Asia, China, including Myanmar, China, Laos, Myanmar, Thailand, Laos, Cambodia, Thailand, 5 2 Cambodia,and Vietnam, and with Vietnam, a broad with watershed a broad coveringwatershed 8 ˆcovering10 km 8 and× 10 an5 km average2 and an annual average total annual discharge total 11 3 dischargeof ~4.5 ˆ 10 of ~4.5m .× The1011 MRm3. isThe also MR the is sixth also largestthe sixth in largest the world in the regarding world regarding annual flow annual [1]. In flow Southeast [1]. In Asia,Southeast especially Asia, inespecially the upper in MR,the upper water MR, resources water are resources limited; are hence, limited; most hence, of the countriesmost of the demarcated countries demarcatedby the river intendby the toriver impound intend waterto impound within water their territories.within their territories. Figure 1. Locations of the Mekong River (navy blue) and its watershedwatershed (yellow(yellow shadedshaded area).area). The river was originated from from the the southeast southeast of of the the Qinghai Qinghai-Tibetan-Tibetan PlateauPlateau (boundary(boundary depicted by red borders). The background used TrueMarble imager imagery,y, with terrain elevationelevation enhancement by NOAA ETOPO1 globalglobal digitaldigital elevation elevation model model (DEM). (DEM). This This figure figure was was plotted plotted using using the Genericthe Generic Mapping Mapping Tool (GMT)Tool (GMT) version version 5, which 5, iswhich available is available from [2]. from GMT [2]. is an GMT open is source an open tool collectionsource tool for collection manipulating for manipulatinggeographic and geographic Cartesian and data Cartesian sets [3]. data sets [3]. The headwater of MR reaches an elevation of 5,000 m and drops to about 355 m when it passes through Thailand. The The topography topography is is thus suit suitableable for hydropower development. The The MR has a hydropower potential of about 53,000 MW [[4].4]. Hence, several several dams were were built on on multiple multiple tributaries tributaries in the basin for domestic usage, irrigation, and hy hydropowerdropower generation (Figure 22,, redred squares).squares). OverOver the last few years, frequent local news posts were noticed regarding the operation of these dams that keep water draining from the TP to generate electricity. There are only a few studies focused on the Remote Sens. 2016, 8, 367 3 of 19 Remote Sens. 2016, 8, 367 3 of 19 the last few years, frequent local news posts were noticed regarding the operation of these dams that keep water draining from the TP to generate electricity. There are only a few studies focused on the impactsimpacts caused caused by by a a cascade cascade of of dams dams on on the the up upperper Mekong Mekong River River [5,6]. [5,6 ].For For example, example, Räsänen Räsänen et al.et al.[5] [in5] 2012in 2012 used used a hydrological a hydrological model model and and an optimization an optimization scheme scheme to assess to assess the theimpacts impacts and andfound found that thatthe constructionthe construction of dams of dams changes changes the the flow flow regime regime of ofthe the MR. MR. Their Their analysis analysis showed showed that that the the discharge discharge increasedincreased by by 34%–155% 34%–155% in in dry dry seasons seasons and and decreased decreased by by 29%–36% 29%–36% in in wet wet seasons seasons at at Chiang Chiang Saen, Saen, Thailand. AnotherAnother study,study, conducted conducted by by the the International International Rivers Rivers organization organization [6,7], analyzed[6,7], analyzed the impact the impacton broader on aspects,broader suchaspects, as fisheries, such as agriculture, fisheries, ag andriculture, erosion. and They erosion. mentioned They that mentioned the construction that the of constructionXiaowan Dam of wouldXiaowan block Dam 35% would of silt, block which 35% shouldof silt, which have nourishedshould have the nourished downstream the downstream floodplains. floodplains.Without using Without artificial using fertilizer, artificial the fertilizer, long-term the agricultural long-term yieldsagricultural would yields decrease. would decrease. Figure 2. Location map of the Mekong River and study area. Combined altimetry and Landsat Figure 2. Location map of the Mekong River and study area. Combined altimetry and Landsat imageriesimageries to to derive derive WL WL are are performed performed at at Xiaowan Xiaowan and and Jinghong Jinghong Dams. Dams. Four Four checkpoints checkpoints (D1–D4) (D1–D4) are are used to inspect the change of river flowflow after damdam constructions.constructions. D1–D3D1–D3 havehave bothboth EnvisatEnvisat andand Jason-2 Jason- 2crossovers crossovers nearby, nearby, while while D4 D4 has has only only Jason-2. Jason-2. Water level (WL) and water volume (WV) are among the most crucial physical quantities for Water level (WL) and water volume (WV) are among the most crucial physical quantities for water resources management, and also are indicators of the impact of climate change.