Influence of recent climatic events on the surface water storage of the Tonle Sap Lake.

Lakes and reservoirs have been identified as sentinels of climate change. Tonle Sap is the largest lake in both the Mekong Basin and Southeast Asia and because of the importance of its ecosystem, it is has been described as the "heart of the lower Mekong". Its seasonal cycle depends on the annual flood pulse governed by the flow of the Mekong River. This study provides an impact analysis of recent climatic events from El Niño 1997/1998 to El Niño 2015/2016 on surface storage variations in the Tonle Sap watershed determined by combining remotely sensed observations, multispectral images and radar altimetry from 1993 to 2017. The Lake's surface water volume variations are highly correlated with rainy season rainfall in the whole Mekong River Basin (R = 0.84) at interannual time-scale. Extreme droughts and floods can be observed when precipitation deficit and excess is recorded in both the Tonle Sap watershed and the Mekong River Basin during moderate to very strong El Niño/La Niña events (R = -0.70) enhanced by the Pacific Decadal Oscillation (R = -0.68). Indian and Western North Pacific Monsoons were identified as having almost equal influence. Below normal vegetation activity was observed during the first semester of 2016 due to the extreme drought in 2015.

[1]  Elizabeth C. Kent,et al.  Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century , 2003 .

[2]  John Beardall,et al.  Tonle Sap Lake, the Heart of the Lower Mekong , 2009 .

[3]  Matthew T. Rice,et al.  Flood mapping in the lower Mekong River Basin using daily MODIS observations , 2017 .

[4]  Thomas A. Hennig,et al.  The Shuttle Radar Topography Mission , 2001, Digital Earth Moving.

[5]  C. Li Interannual Variability of the Asian Summer Monsoon and its Relationships with ENSO and Eurasian Snow Cover. , 1994 .

[6]  Frédéric Frappart,et al.  WATER VOLUME CHANGE IN THE LOWER MEKONG FROM SATELLITE ALTIMETRY AND IMAGERY DATA , 2006 .

[7]  Matti Kummu,et al.  Ecosystem Management of the Tonle Sap Lake: An Integrated Modelling Approach , 2006 .

[8]  Peter J. Lamb,et al.  Persistence of Subsaharan drought , 1982, Nature.

[9]  E. Chang,et al.  Combined effect of El Niño-Southern Oscillation and Pacific Decadal Oscillation on the East Asian winter monsoon , 2014, Climate Dynamics.

[10]  M. Kummu,et al.  Impact of the Mekong River Flow Alteration on the Tonle Sap Flood Pulse , 2008, Ambio.

[11]  DIRK LAMBERTS,et al.  The Tonle Sap Lake as a Productive Ecosystem , 2006 .

[12]  K. Lau,et al.  Interannual Variability of the Asian Summer Monsoon: Contrasts between the Indian and the Western North Pacific–East Asian Monsoons* , 2001 .

[13]  J. Crétaux,et al.  Lake Volume Monitoring from Space , 2016, Surveys in Geophysics.

[14]  M. Finlayson,et al.  The comparative biodiversity of seven globally important wetlands: a synthesis , 2006, Aquatic Sciences.

[15]  J. Wallace,et al.  A Pacific Interdecadal Climate Oscillation with Impacts on Salmon Production , 1997 .

[16]  D. Schindler Lakes as sentinels and integrators for the effects of climate change on watersheds, airsheds, and landscapes , 2009 .

[17]  Frédéric Frappart,et al.  Quantification of surface water volume changes in the Mackenzie Delta using satellite multi-mission data , 2017 .

[18]  G. Huffman,et al.  The TRMM Multi-Satellite Precipitation Analysis (TMPA) , 2010 .

[19]  A. Cazenave,et al.  Preliminary results of ENVISAT RA-2-derived water levels validation over the Amazon basin , 2006 .

[20]  M. Kummu,et al.  Water balance analysis for the Tonle Sap Lake–floodplain system , 2014 .

[21]  John P. Smol,et al.  Lakes and reservoirs as sentinels, integrators, and regulators of climate change , 2009 .

[22]  Frédéric Frappart,et al.  Preliminary Assessment of SARAL/AltiKa Observations over the Ganges-Brahmaputra and Irrawaddy Rivers , 2015 .

[23]  Fernando Niño,et al.  An ERS-2 altimetry reprocessing compatible with ENVISAT for long-term land and ice sheets studies , 2016 .

[24]  S. Schiavon,et al.  Climate Change 2007: Impacts, Adaptation and Vulnerability. , 2007 .

[25]  M. Allen Modelling climate change , 1990 .

[26]  J. Crétaux,et al.  Global surveys of reservoirs and lakes from satellites and regional application to the Syrdarya river basin , 2015 .

[27]  Jacques Lemoalle,et al.  Recent changes in Lake Chad: Observations, simulations and management options (1973-2011) , 2012 .

[28]  Bruno Merz,et al.  A climate-flood link for the lower Mekong River , 2011 .

[29]  Ian C. Campbell,et al.  Species diversity and ecology of Tonle Sap Great Lake, Cambodia , 2006, Aquatic Sciences.

[30]  Thanapon Piman,et al.  Quantifying changes in flooding and habitats in the Tonle Sap Lake (Cambodia) caused by water infrastructure development and climate change in the Mekong Basin. , 2012, Journal of environmental management.

[31]  Frédéric Frappart,et al.  Multi-Satellite Altimeter Validation along the French Atlantic Coast in the Southern Bay of Biscay from ERS-2 to SARAL , 2018, Remote. Sens..

[32]  Damien Sulla-Menashe,et al.  A Global Land Cover Climatology Using MODIS Data , 2014 .

[33]  David A. Seal,et al.  The Shuttle Radar Topography Mission , 2007 .

[34]  Yihong Duan,et al.  Why was the western Pacific subtropical anticyclone weaker in late summer after the 2015/2016 super El Niño? , 2018 .

[35]  S. Lek,et al.  Diversity and spatial distribution of freshwater fish in Great Lake and Tonle Sap river (Cambodia, Southeast Asia) , 1999 .

[36]  Richard Stone Ecology. Severe drought puts spotlight on Chinese dams. , 2010, Science.

[37]  Pierre Borderies,et al.  Radar altimetry backscattering signatures at Ka, Ku, C, and S bands over West Africa , 2015 .

[38]  Bin Wang,et al.  Choice of South Asian Summer Monsoon Indices , 1999 .

[39]  Cynthia Rosenzweig,et al.  Assessment of observed changes and responses in natural and managed systems , 2007 .

[40]  E. Paringit,et al.  Seasonal Changes in the Inundation Area and Water Volume of the Tonle Sap River and Its Floodplain , 2016 .

[41]  J. Palutikof,et al.  Climate change 2007 : impacts, adaptation and vulnerability , 2001 .

[42]  M. Kummu,et al.  Observed changes in the water flow at Chiang Saen in the lower Mekong: impacts of Chinese dams? , 2014 .

[43]  T. Cochrane,et al.  The Flood Pulse as the Underlying Driver of Vegetation in the Largest Wetland and Fishery of the Mekong Basin , 2013, AMBIO.

[44]  F. Frappart,et al.  Combining high-resolution satellite images and altimetry to estimate the volume of small lakes , 2013 .

[45]  Thanapon Piman,et al.  Impacts of hydropower and climate change on drivers of ecological productivity of Southeast Asia's most important wetland , 2014 .

[46]  Matthew Newman,et al.  ENSO-Forced Variability of the Pacific Decadal Oscillation , 2003 .

[47]  C. Williamson,et al.  Sentinels of Change , 2009, Science.

[48]  M. Kummu,et al.  Spatiotemporal influences of ENSO on precipitation and flood pulse in the Mekong River Basin , 2013 .

[49]  Frédéric Frappart,et al.  Satellite radar altimetry water elevations performance over a 200 m wide river: Evaluation over the Garonne River , 2017 .

[50]  W. Rainboth FAO species identification field guide for fishery purposes. Fishes of the Cambodian Mekong. , 1996 .

[51]  A. Huete,et al.  A comparison of vegetation indices over a global set of TM images for EOS-MODIS , 1997 .

[52]  T. Sakamoto,et al.  Detecting temporal changes in the extent of annual flooding within the cambodia and the vietnamese mekong delta from MODIS time-series imagery , 2007 .

[53]  G. Weyhenmeyer,et al.  Lakes as sentinels of climate change , 2009, Limnology and oceanography.

[54]  Matti Kummu,et al.  Modelling climate change impacts on the flood pulse in the Lower Mekong floodplains , 2010 .

[55]  J. Magnuson,et al.  Historical trends in lake and river ice cover in the northern hemisphere , 2000, Science.

[56]  Zhen‐Gang Ji Lakes and Reservoirs , 2007, Water‐Quality Engineering in Natural Systems.

[57]  F. Frappart,et al.  Preliminary results of the 2013 Ibiza calibration campaign of Jason 2 and Saral altimeters , 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

[58]  Brian C. Gunter,et al.  Assessing total water storage and identifying flood events over Tonlé Sap basin in Cambodia using GRACE and MODIS satellite observations combined with hydrological models , 2016 .

[59]  Frédéric Frappart,et al.  Hydrological Applications of Satellite AltimetryRivers, Lakes, Man-Made Reservoirs, Inundated Areas , 2017 .

[60]  S. Calmant,et al.  Water levels in the Amazon basin derived from the ERS 2 and ENVISAT radar altimetry missions , 2010 .