Modeling the impacts of future LULC and climate change on runoff and sediment yield in a strategic basin in the Caatinga/Atlantic forest ecotone of Brazil

被引:47
作者
Gomes dos Santos, Jose Yure [1 ]
Gico Lima Montenegro, Suzana Maria [2 ]
da Silva, Richarde Marques [3 ]
Guimaraes Santos, Celso Augusto [4 ]
Quinn, Nevil Wyndham [5 ]
Xavier Dantas, Ana Paula [4 ]
Neto, Alfredo Ribeiro [2 ]
机构
[1] Univ Fed Rio Grande do Norte, Dept Geog, Caico, Brazil
[2] Univ Fed Pernambuco, Dept Civil Engn, Recife, PE, Brazil
[3] Univ Fed Paraiba, Dept Geosci, Joao Pessoa, Paraiba, Brazil
[4] Univ Fed Paraiba, Dept Civil & Environm Engn, BR-58051900 Joao Pessoa, Paraiba, Brazil
[5] Univ West England, Dept Geog & Environm Management, Bristol, Avon, England
关键词
Streamflow; Erosion; Future scenarios; Degradation; Hydrologic modeling; RIVER-BASIN; LAND-USE; WATER-RESOURCES; STREAMFLOW; REGION; CALIBRATION; MANAGEMENT; SUGARCANE; HYDROLOGY; EROSION;
D O I
10.1016/j.catena.2021.105308
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Water management in the Caatinga/Atlantic forest ecotone in Brazil is critically dependent on better understanding of potential future changes in streamflow and sediment dynamics. This paper evaluates both the future impacts of land use and land cover (LULC) changes and the impacts of climate change on the streamflow and sediment yield in the Tapacur ' a River basin in northeastern Brazil, using a novel combination of approaches. Projected climate data derived using global circulation model HadGEM2-ES were coupled to regional circulation model ETA-CPTEC/HadCM3 for two representative concentration pathways (RCP 4.5 and 8.5), with bias correction. Two future LULC scenarios were generated: (a) optimistic (current LULC), and (b) pessimistic (land use change trends continue), using the multilayer perceptron algorithm (MP). The Soil and Water Assessment Tool (SWAT) model was used to estimate future streamflow and erosion for different periods (2011-2040, 2041-2070 and 2071-2099). The SWAT model was calibrated for period of 1995-2003 and validated for 2004-2013. The results showed good accuracy in relation to R-2, NSE and PBIAS for the calibration and validation of the runoff, as well as for the verification of the sediment yield. Simulations indicated significant increases in erosion for the pessimistic scenario under RCP 8.5, followed by the pessimistic scenario and RCP 4.5. Lower sediment yields occurred for the optimistic and RCP 8.5, with lower still for the optimistic and RCP 4.5. However, the latter estimates are still considerably higher than baseline conditions. Although higher flows are found for some scenarios, the increases in sediment yield have serious implications for reservoir siltation and storage reduction. Despite modeling uncertainty, the results demonstrate that the proposed methodology has promising scope to contextualize potentially significant regional hydrological changes which have implications for land and biodiversity management and the sustainability of water resources in the Caatinga/Atlantic forest ecotone.
引用
收藏
页数:14
相关论文
共 88 条
  • [1] Abbaspour K.C, 2012, INTEGRATED ASSESSMEN
  • [2] Modelling hydrology and water quality in the pre-alpine/alpine Thur watershed using SWAT
    Abbaspour, Karim C.
    Yang, Jing
    Maximov, Ivan
    Siber, Rosi
    Bogner, Konrad
    Mieleitner, Johanna
    Zobrist, Juerg
    Srinivasan, Raghavan
    [J]. JOURNAL OF HYDROLOGY, 2007, 333 (2-4) : 413 - 430
  • [3] Ahmadlou M., 2016, Journal of Geomatics Science and Technology, V6, P292
  • [4] The correlation analysis of RCPs impeller geometrical parameters and optimization in coast-down process
    An, Ce
    Zhu, Rongsheng
    Wang, Xiuli
    Long, Yun
    Lu, Yonggang
    Chen, Yiming
    Zhong, Huazhou
    [J]. ANNALS OF NUCLEAR ENERGY, 2020, 142 (142)
  • [5] Hydrological simulation in a watershed with predominance of Oxisol in the Upper Grande river region, MG - Brazil
    Andrade, Marcio A.
    de Mello, Carlos R.
    Beskow, Samuel
    [J]. REVISTA BRASILEIRA DE ENGENHARIA AGRICOLA E AMBIENTAL, 2013, 17 (01): : 69 - 76
  • [6] [Anonymous], 2018, GEOCIENCIAS
  • [7] Large area hydrologic modeling and assessment - Part 1: Model development
    Arnold, JG
    Srinivasan, R
    Muttiah, RS
    Williams, JR
    [J]. JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION, 1998, 34 (01): : 73 - 89
  • [8] Assessing current and future trends of climate extremes across Brazil based on reanalyses and earth system model projections
    Avila-Diaz, Alvaro
    Benezoli, Victor
    Justino, Flavio
    Torres, Roger
    Wilson, Aaron
    [J]. CLIMATE DYNAMICS, 2020, 55 (5-6) : 1403 - 1426
  • [9] MODEL CALIBRATION FOR FLOW RATE AND TOTAL PHOSPHOROUS EXPORT SIMULATIONS IN THE WATERSHEDS OF THE RIVERS CONRADO AND PINHEIRO, PATO BRANCO (PR)
    Baltokoski, Valmir
    Ferreira tavares, Maria Herminia
    Machado, Ronalton Evandro
    de Oliveira, Marcio Paulo
    [J]. REVISTA BRASILEIRA DE CIENCIA DO SOLO, 2010, 34 (01): : 253 - 261
  • [10] Downscaling precipitation using regional climate models and circulation patterns toward hydrology
    Bardossy, Andras
    Pegram, Geoffrey
    [J]. WATER RESOURCES RESEARCH, 2011, 47