Unraveling the impacts of droughts and agricultural intensification on the Altiplano water resources

Abstract During the last decades, agriculture has drastically increased over the South American Andean Plateau (Altiplano), resulting in extensive changes in land cover from native vegetation to essentially Quinoa crop. Along with climatic variability, these land use changes appear as a catalyst in worsening the already existing drought events and water scarcity processes. Hence, understanding their relative contributions to the regional desertification process is crucial for sustainable water-use adaptation, but also is quite ambiguous because of water resource data scarcity over the Altiplano. Therefore, in the present study, an attempt to measure the impact of severe droughts and agricultural intensification on the water resources has been made using remote sensing datasets. The first step was dedicated to the validation of newly released CHIRPS v.2 precipitation and GLEAM v.3 potential evapotranspiration products by comparing their estimates with the results obtained from gauges data. Then, the Standardized Precipitation Index (SPI) was used to describe past hydro-meteorological drought events in terms of their spatial extent, duration, intensity and their impacts on the regional water resources. Finally, the dynamic trends in the spatial extent of the Quinoa crop and the meteorological conditions derived from CHIRPS v.2 and GLEAM v.3 were compared with the Vegetation Condition Index (VCI) and the Total Water Storage (TWS) derived from AVHRR and GRACE data respectively, to observe the respective influence of agriculture and climate variability on the regional hydrological system. A significant increase in Quinoa crop extent is observed from 2001 which corresponds to a significant decrease in regional VCI and TWS. Based on this trend, agriculture appears as a contributing factor in the water scarcity process over the Altiplano. The outcomes of this study will contribute to local decision making for a better water management and hydro-meteorological monitoring system.

[1]  Anne Probst,et al.  Contamination of surface waters by mining wastes in the Milluni Valley (Cordillera Real, Bolivia) : Mineralogical and hydrological influences , 2008 .

[2]  Manuel Collet,et al.  Current state of glaciers in the tropical Andes: a multi-century perspective on glacier evolution and climate change , 2013 .

[3]  I. Rodríguez‐Iturbe,et al.  Socio‐hydrology: Use‐inspired water sustainability science for the Anthropocene , 2014 .

[4]  Damien Sulla-Menashe,et al.  MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets , 2010 .

[5]  D. Raes,et al.  Agroclimatic constraints for rainfed agriculture in the Bolivian Altiplano , 2007 .

[6]  J. Ronchail,et al.  Spatio‐temporal rainfall variability in the Amazon basin countries (Brazil, Peru, Bolivia, Colombia, and Ecuador) , 2009 .

[7]  Chandra Giri,et al.  A comparative analysis of the Global Land Cover 2000 and MODIS land cover data sets , 2005 .

[8]  P. McIntyre,et al.  Global threats to human water security and river biodiversity , 2010, Nature.

[9]  Yaning Chen,et al.  Influences of recent climate change and human activities on water storage variations in Central Asia , 2017 .

[10]  Terrie M. Lee,et al.  Exploring the long-term balance between net precipitation and net groundwater exchange in Florida seepage lakes , 2014 .

[11]  Sergio M. Vicente-Serrano,et al.  Recent temperature variability and change in the Altiplano of Bolivia and Peru , 2016 .

[12]  K. Hudson-Edwards,et al.  Community exposure and vulnerability to water quality and availability: a case study in the mining-affected Pazña Municipality, Lake Poopó Basin, Bolivian Altiplano , 2017, Environmental Management.

[13]  T. McKee,et al.  THE RELATIONSHIP OF DROUGHT FREQUENCY AND DURATION TO TIME SCALES , 1993 .

[14]  Guoyu Ren,et al.  Urbanization Effects on Observed Surface Air Temperature Trends in North China , 2008 .

[15]  R. Berndtsson,et al.  Role of Hydrological Studies for the Development of the TDPS System , 2016 .

[16]  H. Diaz,et al.  Threats to Water Supplies in the Tropical Andes , 2006, Science.

[17]  M. Watkins,et al.  GRACE Measurements of Mass Variability in the Earth System , 2004, Science.

[18]  Patricia Gober,et al.  Water security and the science agenda , 2015 .

[19]  Jing Wu,et al.  Accuracy of CHIRPS Satellite-Rainfall Products over Mainland China , 2018, Remote. Sens..

[20]  B. Séguin,et al.  Review on estimation of evapotranspiration from remote sensing data: From empirical to numerical modeling approaches , 2005 .

[21]  Zhongbo Yu,et al.  Climate change and water storage variability over an arid endorheic region , 2015 .

[22]  S. Jacobsen,et al.  What is Wrong With the Sustainability of Quinoa Production in Southern Bolivia – A Reply to Winkel et al. (2012) , 2012 .

[23]  Naota Hanasaki,et al.  A global water scarcity assessment under Shared Socio-economic Pathways – Part 1: Water use , 2012 .

[24]  M. Minvielle,et al.  Projecting rainfall changes over the South American Altiplano , 2011 .

[25]  S. Jacobsen,et al.  The Situation for Quinoa and Its Production in Southern Bolivia: From Economic Success to Environmental Disaster , 2011 .

[26]  P. Peterson,et al.  Validation of the CHIRPS satellite rainfall estimates over eastern Africa , 2018, Quarterly Journal of the Royal Meteorological Society.

[27]  F. Fontúrbel,et al.  Indoor metallic pollution related to mining activity in the Bolivian Altiplano. , 2011, Environmental pollution.

[28]  C. Barbraud,et al.  Mercury contamination level and speciation inventory in Lakes Titicaca & Uru-Uru (Bolivia): Current status and future trends. , 2017, Environmental pollution.

[29]  M. Bonnet,et al.  Consistency of satellite-based precipitation products in space and over time compared with gauge observations and snow- hydrological modelling in the Lake Titicaca region , 2019, Hydrology and Earth System Sciences.

[30]  J. Awange,et al.  Climate teleconnections influence on West Africa's terrestrial water storage , 2017 .

[31]  Yuei-An Liou,et al.  Evapotranspiration Estimation with Remote Sensing and Various Surface Energy Balance Algorithms—A Review , 2014 .

[32]  A. Torabi Haghighi,et al.  Monitoring Groundwater Storage Depletion Using Gravity Recovery and Climate Experiment (GRACE) Data in Bakhtegan Catchment, Iran , 2019, Water.

[33]  Clement Atzberger,et al.  Operational Drought Monitoring in Kenya Using MODIS NDVI Time Series , 2016, Remote. Sens..

[34]  M. Watkins,et al.  Quantifying and reducing leakage errors in the JPL RL05M GRACE mascon solution , 2016 .

[35]  A. Ragas,et al.  Metal exposure and reproductive disorders in indigenous communities living along the Pilcomayo River, Bolivia. , 2012, The Science of the total environment.

[36]  Frédérique Seyler,et al.  Role of Climate Variability and Human Activity on Poopó Lake Droughts between 1990 and 2015 Assessed Using Remote Sensing Data , 2017, Remote. Sens..

[37]  Khandu,et al.  Exploring the influence of precipitation extremes and human water use on total water storage (TWS) changes in the Ganges‐Brahmaputra‐Meghna River Basin , 2016 .

[38]  Yan Huang,et al.  A comprehensive drought monitoring method integrating MODIS and TRMM data , 2013, Int. J. Appl. Earth Obs. Geoinformation.

[39]  D. Labat,et al.  Regionalization of rainfall over the Peruvian Pacific slope and coast , 2017 .

[40]  J. Gardon,et al.  Hair Trace Elements Concentration to Describe Polymetallic Mining Waste Exposure in Bolivian Altiplano , 2010, Biological Trace Element Research.

[41]  P. McIntyre,et al.  Global threats to human water security and river biodiversity , 2010, Nature.

[42]  M. Monroy,et al.  Metal concentration in water, sediment and four fish species from Lake Titicaca reveals a large-scale environmental concern. , 2014, The Science of the total environment.

[43]  Frédéric Frappart,et al.  Changes in terrestrial water storage versus rainfall and discharges in the Amazon basin , 2013 .

[44]  Janet G. Hering,et al.  Water: Is There a Global Crisis? , 2011 .

[45]  Dirk Raes,et al.  Economic assessment at farm level of the implementation of deficit irrigation for quinoa production in the Southern Bolivian Altiplano. , 2013 .

[46]  A. Kurban,et al.  Meteorological Drought Analysis in the Lower Mekong Basin Using Satellite-Based Long-Term CHIRPS Product , 2017 .

[47]  C. Birkel,et al.  Temporal and spatial evaluation of satellite-based rainfall estimates across the complex topographical and climatic gradients of Chile , 2016 .

[48]  Prosun Bhattacharya,et al.  Sources and behavior of arsenic and trace elements in groundwater and surface water in the Poopó Lake Basin, Bolivian Altiplano , 2012, Environmental Earth Sciences.

[49]  Jean-François Crétaux,et al.  Remote Sensing-Derived Bathymetry of Lake Poopó , 2013, Remote. Sens..

[50]  S. Sorooshian,et al.  A Review of Global Precipitation Data Sets: Data Sources, Estimation, and Intercomparisons , 2018 .

[51]  Thomas R. Loveland,et al.  A review of large area monitoring of land cover change using Landsat data , 2012 .

[52]  A. Gitelson,et al.  AVHRR-Based Spectral Vegetation Index for Quantitative Assessment of Vegetation State and Productivity: Calibration and Validation , 2003 .

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

[54]  Ermindo Barrientos,et al.  La sustentabilidad del altiplano sur de Bolivia y su relación con la ampliación de superficies de cultivo de quinua , 2017 .

[55]  L. Bengtsson,et al.  Long-term and extreme water level variations of the shallow Lake Poopó, Bolivia , 2006 .

[56]  Frédéric Frappart,et al.  Monitoring Groundwater Storage Changes Using the Gravity Recovery and Climate Experiment (GRACE) Satellite Mission: A Review , 2018, Remote. Sens..

[57]  S. Rambal,et al.  Panarchy of an indigenous agroecosystem in the globalized market: The quinoa production in the Bolivian Altiplano , 2016 .

[58]  M. Vuille,et al.  Climate change projections for the tropical Andes using a regional climate model: Temperature and precipitation simulations for the end of the 21st century , 2009 .

[59]  J. Vandenberg,et al.  Estimating historical atmospheric mercury concentrations from silver mining and their legacies in present-day surface soil in Potosí, Bolivia , 2011 .

[60]  P. Oliva,et al.  Metal concentration and bioaccessibility in different particle sizes of dust and aerosols to refine metal exposure assessment. , 2016, Journal of hazardous materials.

[61]  Richard G. Allen,et al.  Dynamics of reference evapotranspiration in the Bolivian highlands (Altiplano) , 2004 .

[62]  M. Bonnet,et al.  Performance of CMORPH, TMPA, and PERSIANN rainfall datasets over plain, mountainous, and glacial regions of Pakistan , 2018, Theoretical and Applied Climatology.

[63]  D. Raes,et al.  Response of quinoa (Chenopodium quinoa Willd.) to differential drought stress in the Bolivian Altiplano: Towards a deficit irrigation strategy within a water scarce region , 2006 .

[64]  R. Quiroz,et al.  Key ecosystem services and ecological intensification of agriculture in the tropical high-Andean Puna as affected by land-use and climate changes. , 2017 .

[65]  N. Verhoest,et al.  GLEAM v3: satellite-based land evaporation and root-zone soil moisture , 2016 .

[66]  Pavel Kabat,et al.  Climate Variability and Trends in Bolivia , 2012 .

[67]  Sarah E. Null,et al.  Decline of the world's saline lakes , 2017 .

[68]  Laura A. Edwards,et al.  Glacier change and glacial lake outburst flood risk in the Bolivian Andes , 2016 .

[69]  Volker Hochschild,et al.  Identifying Droughts Affecting Agriculture in Africa Based on Remote Sensing Time Series between 2000-2016: Rainfall Anomalies and Vegetation Condition in the Context of ENSO , 2017, Remote. Sens..

[70]  K. Trenberth Changes in precipitation with climate change , 2011 .

[71]  D. Raes,et al.  Modeling the potential for closing quinoa yield gaps under varying water availability in the Bolivian Altiplano , 2009 .

[72]  D. Burn,et al.  Detection of hydrologic trends and variability , 2002 .

[73]  Robert W. Nairn,et al.  Metal-contaminated potato crops and potential human health risk in Bolivian mining highlands , 2017, Environmental Geochemistry and Health.

[74]  Narayan Kumar Shrestha,et al.  Evaluating the accuracy of Climate Hazard Group (CHG) satellite rainfall estimates for precipitation based drought monitoring in Koshi basin, Nepal , 2017 .

[75]  H. L. Miller,et al.  Climate Change 2007: The Physical Science Basis , 2007 .

[76]  Octavio Lagos,et al.  Sixteen Years of Agricultural Drought Assessment of the BioBío Region in Chile Using a 250 m Resolution Vegetation Condition Index (VCI) , 2016, Remote. Sens..

[77]  H. B. Mann Nonparametric Tests Against Trend , 1945 .

[78]  P. Oliva,et al.  Influence of source distribution and geochemical composition of aerosols on children exposure in the large polymetallic mining region of the Bolivian Altiplano. , 2011, The Science of the total environment.

[79]  Frédérique Seyler,et al.  Absolute and relative height-pixel accuracy of SRTM-GL1 over the South American Andean Plateau , 2016 .

[80]  J. Michaelsen,et al.  The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes , 2015, Scientific Data.

[81]  Chris Kidd,et al.  Satellite rainfall climatology: a review , 2001 .

[82]  J. Vandenberg,et al.  Residential metal contamination and potential health risks of exposure in adobe brick houses in Potosí, Bolivia. , 2016, The Science of the total environment.

[83]  Marie-Paule Bonnet,et al.  Assessment of satellite rainfall products over the Andean plateau , 2016 .

[84]  Viviana Maggioni,et al.  A Review of Merged High-Resolution Satellite Precipitation Product Accuracy during the Tropical Rainfall Measuring Mission (TRMM) Era , 2016 .

[85]  Nengcheng Chen,et al.  Multi-sensor integrated framework and index for agricultural drought monitoring , 2017 .

[86]  H. Barbosa,et al.  Validating CHIRPS-based satellite precipitation estimates in Northeast Brazil , 2017 .