Impacts of Climate Change on Water Surplus and Deficit in the State of Paraíba, Brazil

Autores

DOI:

https://doi.org/10.26848/rbgf.v18.05.p3429-3447

Palavras-chave:

water balance, global warming, influencing variables

Resumo

Climate change has impacted water availability in several regions of the earth, especially semi-arid regions. The northeastern region of Brazil is particularly vulnerable to such changes due to its high temperatures and uneven rainfall distribution. The State of Paraíba comprises four distinct mesoregions: Mata Paraibana, Agreste Paraibano, Borborema, and Sertão Paraibano, with different rainfall regimes. In this work, the objective is to map the regions of the state of Paraíba most vulnerable to climate change based on the analysis of the water balance. This study aimed to quantify water availability for the state and identify the year in which this change occurred in the historical record of water surplus and deficit. Therefore, we consider two periods of study: the first from the beginning of the historical series until the year of change; the other from the next year after the change point until 2020. Additionally, it sought to determine the variables that most influenced these changes, thereby presenting the regions of the state most vulnerable to these changes. Climate change has impacted water availability in several regions of the earth, especially semi-arid regions. The results show that the regions of Agreste, Borborema, and Sertão Paraibano are the most vulnerable, presenting a negative balance in both periods. The surplus and deficit showed a reduction and increase, influenced mainly, in the first period, by precipitation. During the second period, cities were influenced by temperature, relative humidity, and sunshine. The land use/land cover change is also a factor that contributes to the reduction in the amount of water in the soil.

Downloads

Não há dados estatísticos.

Biografia do Autor

Robson de Sousa Nascimento, Universidade Federal da Paraíba/Centro de Ciências Agrárias/Departamento de Solos e Engenharia Rural

Possui graduação em Física pela Universidade Estadual da Paraíba e Doutorado em Meteorologia pela Universidade Federal de Campina Grande. É professor do Departamento de Solos e Engenharia Rural do Centro de Ciências Agrárias da Universidade Federal da Paraíba. Atua principalmente nos seguintes temas: Climatologia, Sequestro de Carbono pela vegetação, Balanço Hídrico, Mudanças Climáticas, Sensoriamento Remoto, Machine Learning e Deep Learning.

Shayanne Josicleide de Almeida, Federal University of Paraíba/Bioscience Department/Areia-PB

Graduanda no curso de ciências biológicas pela UFPB, CCA, Areia-PB

Valéria Peixoto Borges, Federal University of Paraíba/Soil and Engineering Department/Areia-PB

Professora do Departamento de Solos e Engenharia Rural da Universidade Federal da Paraíba. Engenheira Agrônoma graduada pela Universidade Federal da Bahia, Mestra em Ciências Agrárias, área de concentração Engenharia e Manejo de Irrigação, pela Universidade Federal do Recôncavo da Bahia e doutora em Meteorologia pela Universidade Federal de Campina Grande, com sua tese na Linha de Pesquisa Agrometeorologia e Micrometeorologia com Sensoriamento Remoto. Atua com instrumentação ambiental, Sensoriamento Remoto e Meteorologia aplicada à produção agrícola e ambiência animal.

Davi de Carvalho Diniz Melo, Federal University of Paraíba/Civil and Environmental Engineering Department/João Pessoa-PB

ngenheiro Civil pela Universidade Federal da Paraíba (2010), Mestre e Doutor em Hidráulica e Saneamento pela Escola de Engenharia de São Carlos da Universidade de São Paulo. Trabalhou como pesquisador visitante no Bureau of Economic Geology da Jackson School of Geosciences/University of Texas at Austin. Atualmente é Professor Adjunto na Universidade Federal da Paraíba na área de Recursos Hídricos, Departamento de Engenharia Civil e Ambiental do Centro de Tecnologia. Realiza pesquisas em Sensoriamento Remoto orbital e suborbital aplicado a recursos hídricos nas seguintes linhas: monitoramento micrometeorológico e modelagem da evapotranspiração a partir de imagens de satélites e de Aeronaves Remotamente Pilotadas; e propagação de secas.

Referências

Aghsaei, H., Mobarghaee Dinan, N., Moridi, A., Asadolahi, Z., Delavar, M., Fohrer, N., Wagner, P.D., 2020. Effects of dynamic land use/land cover change on water resources and sediment yield in the Anzali wetland catchment, Gilan, Iran. Science of The Total Environment 712, 136449. https://doi.org/10.1016/j.scitotenv.2019.136449

Ahmad, M.J., Cho, G., Choi, K.S., 2022. Historical climate change impacts on the water balance and storage capacity of agricultural reservoirs in small ungauged watersheds. Journal of Hydrology: Regional Studies 41, 101114. https://doi.org/10.1016/j.ejrh.2022.101114

Alamdari, N., Claggett, P., Sample, DJ, Easton, ZM, Yazdi, MN, 2022. Evaluating the joint effects of climate and land use change on runoff and pollutant loading in a rapidly developing watershed. Journal of Cleaner Production 330, 129953. https://doi.org/10.1016/j.jclepro.2021.129953

Alheit, J., Gröger, J., Licandro, P., McQuinn, I.H., Pohlmann, T., Tsikliras, A.C., 2019. What happened in the mid-1990s? The coupled ocean-atmosphere processes behind climate-induced ecosystem changes in the Northeast Atlantic and the Mediterranean. Deep Sea Research Part II: Topical Studies in Oceanography 159, 130–142. https://doi.org/10.1016/j.dsr2.2018.11.011

Allan, R.P., Barlow, M., Byrne, M.P., Cherchi, A., Douville, H., Fowler, H.J., Gan, T.Y., Pendergrass, A.G., Rosenfeld, D., Swann, A.L.S., Wilcox, L.J., Zolina, O., 2020. Advances in understanding large‐scale responses of the water cycle to climate change. Annals of the New York Academy of Sciences 1472, 49–75.

https://doi.org/10.1111/nyas.14337

Anh, D.L.T., Anh, N.T., Chandio, A.A., 2023. Climate change and its impacts on Vietnam agriculture: A macroeconomic perspective. Ecological Informatics 74, 101960. https://doi.org/10.1016/j.ecoinf.2022.101960

Arabyarmohammadi, H., Guittonny, M., Demers, I., 2023. Influence of vegetation and additional surface layers on the water balance of a complaint cover with elevated water table. Environmental Earth Sciences 82, 257. https://doi.org/10.1007/s12665-023-10969-1

Bai, Y., Ochuodho, T.O., Yang, J., 2019. Impact of land use and climate change on water-related ecosystem services in Kentucky, USA. Ecological Indicators 102, 51–64. https://doi.org/10.1016/j.ecolind.2019.01.079

Banerjee, A., Kang, S., Meadows, M.E., Xia, Z., Sengupta, D., Kumar, V., 2023. Quantifying climate variability and regional anthropogenic influence on vegetation dynamics in northwest India, Environmental Research 234, 116541. https://doi.org/10.1016/j.envres.2023.116541

Barua, S., Cartwright, I., Dresel, P.E., Daly, E., 2021. Using multiple methods to investigate the effects of land-use changes on groundwater recharge in a semi-arid area, Hydrology and Earth System Sciences 25, 89–104. https://doi.org/10.5194/hess-25-89-2021

Becker, C.T., Melo, M.M.S, Costa, M.N.M, Ribeiro, R.E.P., 2011. Caracterização Climática das Regiões Pluviometricamente Homogêneas do Estado da Paraíba. Revista Brasileira de Geografia Física 1, 286-299.

Bell, J.E., Brown, C.L., Conlon, K., Herring, S., Kunkel, K.E., Lawrimore, J., Luber, G., Schreck, C., Smith, A., Uejio, C., 2018. Changes in extreme events and the potential impacts on human health. Journal of the Air & Waste Management Association 68, 265–287. https://doi.org/10.1080/10962247.2017.1401017

Bennour, A., Jia, L., Menenti, M., Zheng, C., Zeng, Y., Barnieh, B.A., Jiang, M., 2023. Assessing impacts of climate variability and land use/land cover change on the water balance components in the Sahel using Earth observations and hydrological modelling. Journal of Hydrology: Regional Studies 47, 101370. https://doi.org/10.1016/j.ejrh.2023.101370

Bento, A.M., Miller, N., Mookerjee, M., Severnini, E., 2023. A unifying approach to measuring climate change impacts and adaptation. Journal of Environmental Economics and Management 121, 102843.

https://doi.org/10.1016/j.jeem.2023.102843

Bouteska, A., Sharif, T., Bhuiyan, F., Abedin, M.Z., 2024. Impacts of the changing climate on agricultural productivity and food security: Evidence from Ethiopia. Journal of Cleaner Production 449, 141793. https://doi.org/10.1016/j.jclepro.2024.141793

Cai, W., McPhaden, M.J., Grimm, A.M., Rodrigues, R.R., Taschetto, A.S., Garreaud, R.D., Dewitte, B., Poveda, G., Ham, Y.-G., Santoso, A., Ng, B., Anderson, W., Wang, G., Geng, T., Jo, H.-S., Marengo, J.A., Alves, L.M., Osman, M., Li, S., Wu, L., Karamperidou, C., Takahashi, K., Vera, C., 2020. Climate impacts of the El Niño–Southern Oscillation on South America, Nature Reviews Earth & Environment 1, 215–231.

https://doi.org/10.1038/s43017-020-0040-3

Cavalcanti, E.P., Silva, V.D.P.R., Sousa, F.D.A.S.D., 2006. Programa computacional para a estimativa da temperatura do ar para a região Nordeste do Brasil. Revista Brasileira de Engenharia Agrícola e Ambiental 10, 140–147. https://doi.org/10.1590/S1415-43662006000100021

Christina, M., Jones, M.-R., Versini, A., Mézino, M., Le Mézo, L., Auzoux, S., Soulié, J.C., Poser, C., Gérardeaux, E., 2021. Impact of climate variability and extreme rainfall events on sugarcane yield gap in a tropical Island. Field Crops Research 274, 108326. https://doi.org/10.1016/j.fcr.2021.108326

Daneshi, A., Brouwer, R., Najafinejad , A., Panahi, M., Zarandian , A., Maghsood , F. F., 2021. Modeling the impacts of climate and land use change on water security in a semi-arid forested watershed using InVEST, Journal of Hydrology 593, 125621. https://doi.org/10.1016/j.jhydrol.2020.125621

Delage, F.P.D., Power, S.B., 2020. The impact of global warming and the El Niño-Southern Oscillation on seasonal precipitation extremes in Australia, Climate Dynamics 54, 4367–4377. https://doi.org/10.1007/s00382-020-05235-0

Elnashar, W., Elyamany, A., 2023. Managing Risks of Climate Change on Irrigation Water in Arid Regions. Water Resources Management 37, 2429-2446. https://doi.org/10.1007/s11269-022-03267-1

Emediegwu, L.E., Wossink, A., Hall, A., 2022. The impacts of climate change on agriculture in sub-Saharan Africa: A spatial panel data approach. World Development 158, 105967. https://doi.org/10.1016/j.worlddev.2022.105967

Fang, Q., Wang, G., Zhang, S., Peng, Y., Xue, B., Cao, Y., Shrestha, S., 2022. A novel ecohydrological model by capturing variations in climate change and vegetation coverage in a semi-arid region of China. Environmental Research 211, 113085. https://doi.org/10.1016/j.envres.2022.113085

Filazzola, A., Matter, S.F., MacIvor, J.S., 2021. The direct and indirect effects of extreme climate events on insects. Science of The Total Environment 769, 145161. https://doi.org/10.1016/j.scitotenv.2021.145161

Fischer, E.M., Sippel, S., Knutti, R., 2021. Increasing probability of record-shattering climate extremes. Nature Climate Change 11, 689–695. https://doi.org/10.1038/s41558-021-01092-9

Fonseca, M.R.S., Uagoda, R.E.S., Chaves, H.M.L., 2023. Runoff, soil loss, and water balance in a restored Karst area of the Brazilian Savanna, CATENA, Volume 222, 2023, 106878, https://doi.org/10.1016/j.catena.2022.106878

França, M.V.D., Medeiros, R.M.D., Araújo, W.R.D., Holanda, R.M.D., 2020. Balanço hídrico e erosivibilidade nas microrregiões do Estado da Paraíba, Brasil. Research, Society and Development 9, e789106121. https://doi.org/10.33448/rsd-v9i10.6121

Funk, C., Peterson, P., Landsfeld, M., Pedreros, D., Verdin, J., Shukla, S., Husak, G., Rowland, J., Harrison, L., Hoell, A., Michaelsen, J., 2015. The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes. Scientific Data 2, 150066. https://doi.org/10.1038/sdata.2015.66

Gazol, A., Camarero, J.J., 2022. Compound climate events increase tree drought mortality across European forests. Science of The Total Environment 816, 151604. https://doi.org/10.1016/j.scitotenv.2021.151604

Hao, X., Chen, Y., Xu, C., Li, W., 2008. Impacts of Climate Change and Human Activities on the Surface Runoff in the Tarim River Basin over the Last Fifty Years. Water Resources Management 22, 1159–1171. https://doi.org/10.1007/s11269-007-9218-4

Hasegawa, T., Sakurai, G., Fujimori, S., Takahashi, K., Hijioka, Y., Masui, T., 2021. Extreme weather events increase risk of global food insecurity and adaptation needs. Nature Food 2, 587–595. https://doi.org/10.1038/s43016-021-00335-4

Heinemann, A.B., Ramirez‐Villegas, J., Stone, L.F., Silva, A.P.G.A., Da Matta, D.H., Diaz, M.E.P., 2020. The impact of El Niño Southern Oscillation on cropping season rainfall variability across Central Brazil. International Journal of Climatology 1-22. https://doi.org/10.1002/joc.6684

IPCC. International Panel for Climate Change, 2022. Climate Change 2022: Impacts, Adaptation and Vulnerability. The Working Group II contribution to the IPCC Sixth Assessment Report assesses the impacts of climate change. Availiable: https://www.ipcc.ch/report/ar6/wg2/

Kahraman, A., Kendon, E.J., Chan, S.C., Fowler, H.J., 2021. Quasi-Stationary Intense Rainstorms Spread Across Europe Under Climate Change. Geophysical Research Letters 48, e2020GL092361. https://doi.org/10.1029/2020GL092361

Kendall, M.G., 1975. Rank correlation methods, 4 ed. Griffin, London.

Kolusu, S.R., Shamsudduha, M., Todd, M.C., Taylor, R.G., Seddon, D., Kashaigili, J.J., Ebrahim, G.Y., Cuthbert, M.O., Sorensen, J.P.R., Villholth, K.G., MacDonald, A.M., MacLeod, D.A., 2019. The El Niño event of 2015–2016: climate anomalies and their impact on groundwater resources in East and Southern Africa. Hydrology and Earth System Sciences 23, 1751–1762.

https://doi.org/10.5194/hess-23-1751-2019

Le, T., Bae, D., 2022. Causal Impacts of El Niño–Southern Oscillation on Global Soil Moisture Over the Period 2015–2100. Earth’s Future 10, e2021EF002522. https://doi.org/10.1029/2021EF002522

Lee, C.-C., Zeng, M., Luo, K., 2024. How does climate change affect food security? Evidence from China. Environmental Impact Assessment Review 104, 107324. https://doi.org/10.1016/j.eiar.2023.107324

Liberato, A.M., Brito, J.I.B., 2010. Influência de Mudanças Climáticas no Balanço Hídrico da Amazônia Ocidental. Revista Brasileira de Geografia Física 3, 170-180.

Lolaso, T., Assef, E., Woldeamanuel, T., 2024. Impact of climate change on food security of smallholder farmers in Shashogo district, central Ethiopia. Climate Services 34, 100465. https://doi.org/10.1016/j.cliser.2024.100465

Lu, B., Li, H., Wu, J., Zhang, T., Liu, J., Liu, B., Chen, Y., Baishan, J., 2019. Impact of El Niño and Southern Oscillation on the summer precipitation over Northwest China. Atmospheric Science Letters 20, e928. https://doi.org/10.1002/asl.928

Martel, J., Brissette, F.P., Lucas-Picher, P., Troin, M., Arsenault, R., 2021. Climate Change and Rainfall Intensity – Duration –Frequency Curves: Overview of Science and Guidelines for Adaptation. Journal of Hydrologic Engineering 26, 03121001. https://ascelibrary.org/doi/10.1061/%28ASCE%29HE.1943-5584.0002122

Mann, H.B., 1945. Nonparametric tests against trend. Econometrica 13, 245–259. https://doi.org/10.2307/1907187

Medeiros, J.F., Oliveira, P.C., Avila-Diaz, A., 2022. Evaluation of extreme precipitation climate indices and their projected changes for Brazil: From CMIP3 to CMIP6. Weather and Climate Extremes 38, 100511. https://doi.org/10.1016/j.wace.2022.100511

Mengistu, A.G., Woldesenbet, T.A., Dile, Y.T., Bayabil, H.K., Tefera, G.W., 2023. Modeling impacts of projected land use and climate changes on the water balance in the Baro basin, Ethiopia. Heliyon 9, e13965. https://doi.org/10.1016/j.heliyon.2023.e13965

Mirdashtvan, M., Najafinejad, A., Malekian, A., Sa’doddin, A., 2021. Sustainable Water Supply and Demand Management in Semi-arid Regions: Optimizing Water Resources Allocation Based on RCPs Scenarios. Water Resources Management 35, 5307–5324. https://doi.org/10.1007/s11269-021-03004-0

Mishra, R.K., 2023. Fresh Water availability and Its Global challenge. British Journal of Multidisciplinary and Advanced Studies 4, 1–78. https://doi.org/10.37745/bjmas.2022.0208

Muluneh, A., 2020. Impact of climate change on soil water balance, maize production, and potential adaptation measures in the Rift Valley drylands of Ethiopia. Journal of Arid Environments 179, 104195. https://doi.org/10.1016/j.jaridenv.2020.104195

Nouri, L., Mahtabi, G., Hosseini, S.H., Prasad, C.V.S.R., 2024. Hydrological responses to future climate change in semi-arid region of Iran (Golabar and Taham Basins, Zanjan Province), Results in Engineering 21, 101871. https://doi.org/10.1016/j.rineng.2024.101871

Omotoso, A.B., Letsoalo, S., Olagunju, K.O., Tshwene, C.S., Omotayo, A.O., 2023. Climate change and variability in sub-Saharan Africa: A systematic review of trends and impacts on agriculture. Journal of Cleaner Production 414, 137487. https://doi.org/10.1016/j.jclepro.2023.137487

Orkodjo, T.P., Kranjac-Berisavijevic, G., Abagale, F.K., 2022. Impact of climate change on future precipitation amounts, seasonal distribution, and streamflow in the Omo-Gibe basin, Ethiopia. Heliyon 8, e09711. https://doi.org/10.1016/j.heliyon.2022.e09711

Pathmeswaran, C., Lokupitiya, E., Waidyarathne, K.P., Lokupitiya, R.S., 2018. Impact of extreme weather events on coconut productivity in three climatic zones of Sri Lanka. European Journal of Agronomy 96, 47–53. https://doi.org/10.1016/j.eja.2018.03.001

Pettitt, A.N., 1979. A Non-Parametric Approach to the Change-Point Problem. Applied Statistics 28, 126-135. https://www.jstor.org/stable/2346729

Pokhrel, Y., Felfelani, F., Satoh, Y., Boulange, J., Burek, P., Gädeke, A., Gerten, D., Gosling, S.N., Grillakis, M., Gudmundsson, L., Hanasaki, N., Kim, H., Koutroulis, A., Liu, J., Papadimitriou, L., Schewe, J., Müller Schmied, H., Stacke, T., Telteu, C.-E., Thiery, W., Veldkamp, T., Zhao, F., Wada, Y., 2021. Global terrestrial water storage and drought severity under climate change. Nature Climate Change 11, 226–233. https://doi.org/10.1038/s41558-020-00972-w

Qadimi, M., Alizadeh, O., Irannejad, P., 2021. Impacts of the El Niño-Southern Oscillation on the strength and duration of the Indian summer monsoon. Meteorology and Atmospheric Physics 133, 553–564. https://doi.org/10.1007/s00703-020-00767-w

Refati, DC, Silva, JLB, Macedo, RS, Lima, RCC, Silva, MV, Pandorfi, H., Silva, PC, Oliveira-Júnior, JF, 2023. Influence of drought and anthropogenic pressures on land use and land cover change in the Brazilian semi-arid region, Journal of South American Earth Sciences 126, 104362, https://doi.org/10.1016/j.jsames.2023.104362

Saeed, F.H., Al-Khafaji, M.S., Al-Faraj, F.A.M., 2021. Sensitivity of Irrigation Water Requirement I'm Climate Change in Arid and Semi-Arid Regions towards Sustainable Management of Water Resources. Sustainability 13, 13608. https://doi.org/10.3390/su132413608

Santos, C.V.D., Oliveira, A.F.D., Ferreira Filho, J.B.D.S., 2022. Potential impacts of climate change on agriculture and the economy in different regions of Brazil. Revista de Economia e Sociologia Rural 60, e220611. https://doi.org/10.1590/1806-9479.2021.220611

Schilling, J., Hertig, E., Tramblay, Y., Scheffran, J., 2020. Climate change vulnerability, water resources and social implications in North Africa. Regional Environmental Change 20, 15.

https://doi.org/10.1007/s10113-020-01597-7

Sen, P.K., 1968. Estimates of the regression coefficient based on Kendall’s tau. Journal of the American Statistical Association 63, 1379-1389. https://doi.org/10.1080/01621459.1968.10480934

Shen, F., Yang, L., Zhang, L., Guo, M., Huang, H., Zhou, C., 2023. Quantifying the direct effects of long-term dynamic land use intensity on vegetation change and its interacted effects with economic development and climate change in jiangsu, China, Journal of Environmental Management 325, Part B, 116562. https://doi.org/10.1016/j.jenvman.2022.116562

Silva, J.L.B.D., Moura, G.B.D.A., Silva, M.V.D., Lopes, P.M.O., Guedes, R.V.D.S., Silva, Ê.F.D.F.E., Ortiz, P.F.S., Rodrigues, J.A.D.M., 2020. Changes in the water resources, soil use, and spatial dynamics of Caatinga vegetation cover over semiarid region of the Brazilian Northeast. Remote Sensing Applications: Society and Environment 20, 100372. https://doi.org/10.1016/j.rsase.2020.100372

Sobral, M.C, Assis, J.M.O, Oliveira, C.R., Silva, G.M.N., Morais, M., Carvalho, R.M.C., 2018 Impacto das mudanças climáticas nos recursos hídricos no submédio da bacia hidrográfica do rio São Francisco–Brasil. REDE–Revista Eletrônica do Prodema 12, 95-106. https://022411/rede2018.1203.10

Tang, G., Han, T., Zhou, B., Zhang, Q., 2023. Westward extension of summer atmospheric circulation over the North Pacific after the 1990s. Atmospheric and Oceanic Science Letters 100408. https://doi.org/10.1016/j.aosl.2023.100408

Tarekegn, N., Abate, B., Muluneh, A., Dile, Y., 2022. Modeling the impact of climate change on the hydrology of Andasa watershed. Modeling Earth Systems and Environment 8, 103–119. https://doi.org/10.1007/s40808-020-01063-7

Thornthwaite, C.W., 1948. An approach toward a rational classification of climate. Geographical Review 38, 55-94.

https://doi.org/10.2307/210739

Thornthwaite, C.W., Mather, J.R., 1955. The water balance. Centerton, NJ: Drexel Institute of Technology - Laboratory of Climatology. 104p.

Vale, T.M.C.D., Spyrides, M.H.C., Cabral Júnior, J.B., Andrade, L.D.M.B., Bezerra, B.G., Rodrigues, D.T., Mutti, P.R., 2023. Climate and water balance influence on agricultural productivity over the Northeast Brazil. Theoretical and Applied Climatology. https://doi.org/10.1007/s00704-023-04664-1

Xu, B., Li, G., Gao, C., Yan, H., Wang, Z., Li, Y., Zhu, S., 2021. Asymmetric Effect of El Niño—Southern Oscillation on the Spring Precipitation over South China. Atmosphere 12, 391. https://doi.org/10.3390/atmos12030391

Wang, Y., Du, R., Cao, X., Yu, H., Xu, Y., Yu, Y., Peng, J., 2023. Evaporation dominates the loss of plateau lake in Southwest China using water

isotope balance assessment. Science of The Total Environment 873, 162415. https://doi.org/10.1016/j.scitotenv.2023.162415

Wasko, C., Nathan, R., Stein, L., O'Shea, D., 2021.Evidence of shorter more extreme rainfall and increased flood variability under climate change. Journal of Hydrology 603, Part B, 126994. https://doi.org/10.1016/j.jhydrol.2021.126994

Wu, L., Zhang, X., Hao, F., Wu, Y., Li, C., Xu, Y., 2020. Evaluating the contributions of climate change and human activities to runoff in typical semi-arid area, China. Journal of Hydrology 590, 125555.

https://doi.org/10.1016/j.jhydrol.2020.125555

Yang, S., Xie, L., Yang, K., Wu, Y., Xiao, P., Wei, J., Zhong, Y., 2024. The lake and groundwater interaction based on water balance in Dongting Lake, China. Journal of Hydrology: Regional Studies 53, 101783. https://doi.org/10.1016/j.ejrh.2024.101783

Yasin, G., Nawaz, M.F., Zubair, M., Azhar, M.F., Mohsin Gilani, M., Ashraf, M.N., Qin, A., Ur Rahman, S., 2023. Role of Traditional Agroforestry Systems in Climate Change Mitigation through Carbon Sequestration: An Investigation from the Semi-Arid Region of Pakistan. Land 12, 513. https://doi.org/10.3390/land12020513

Ye, X., Li, X., Liu, J., Xu, C.-Y., Zhang, Q., 2014. Variation of reference evapotranspiration and its contributing climatic factors in the Poyang Lake catchment, China. Hydrological Processes 28, 6151–6162. https://doi.org/10.1002/hyp.10117

Zhu, Y., 2022. A tripole winter precipitation change pattern around the Tibetan Plateau in the late 1990s. Atmospheric and Oceanic Science Letters 15, 100223.

https://doi.org/10.1016/j.aosl.2022.100223

Downloads

Publicado

2025-08-06

Como Citar

Nascimento, R. de S., Josicleide de Almeida, S., Peixoto Borges, V., & de Carvalho Diniz Melo, D. (2025). Impacts of Climate Change on Water Surplus and Deficit in the State of Paraíba, Brazil. Revista Brasileira De Geografia Física, 18(05), 3429–3447. https://doi.org/10.26848/rbgf.v18.05.p3429-3447

Edição

Seção

Climatologia e Meteorologia

Artigos Semelhantes

1 2 3 4 5 6 7 8 9 10 > >> 

Você também pode iniciar uma pesquisa avançada por similaridade para este artigo.

Artigos mais lidos pelo mesmo(s) autor(es)