ORIGINAL RESEARCH
Study on the Available Amounts of Rainwater/ Stormwater Resources in Ungauged Basin in Semi-Arid Region of the Loess Plateau
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1
College of Energy and Power Engineering, Lanzhou University of Technology, Lanzhou 730050, China
 
2
Gansu Provincial Soil and Water Conservation Research Institute, Lanzhou 730000, China
 
 
Submission date: 2023-11-20
 
 
Final revision date: 2024-04-12
 
 
Acceptance date: 2024-04-18
 
 
Online publication date: 2024-09-16
 
 
Publication date: 2025-01-28
 
 
Corresponding author
Yayu Gao   

College of Energy and Power Engineering, Lanzhou University of Technology, 730050, Lanzhou, China
 
 
Pol. J. Environ. Stud. 2025;34(3):3129-3146
 
KEYWORDS
TOPICS
ABSTRACT
Most basins in the semi-arid region of the Loess Plateau lack gauged data on precipitation and runoff. The degree of water resources security seriously restricts the rapid development of the social economy. To determine the available amounts of rainwater/stormwater resources and the utilization potential in the ungauged basin, this study took Si Jiagou Basin as an example, established a SWAT model based on the gauged basin, analyzed and calculated the model output after calculating, it is found that the total rainwater/stormwater resources in the basin in 30 years was 602.68×104m3, with a considerable utilization potential. The rainy season is the crucial period of rainwater/stormwater resource collection, and the proportion of available utilization is 93.52%. The profit of 2-10mm accounts for 53.81% of the total in the rainy season, which is the water-saving potential area. The resources of 1-2mm account for 15.65% of the total in the rainy season, which is the main point and direction of the utilization level. The higher the precipitation guarantee rate, the more significant the proportion of rainwater/stormwater resources in the non-rainy season. The results can provide essential data and theoretical basis for the construction of facilities for the efficient use of rainwater/stormwater resources in the semi-arid region of the Loess Plateau.
CONFLICT OF INTEREST
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
REFERENCES (69)
1.
JIA L., YU K.X., LI Z.B., LI P., ZHANG J.Z., WANG A.N., MA L., XU G.C., ZHANG X. Temporal and spatial variation of rainfall erosivity in the Loess Plateau of China and its impact on sediment load. Catena, 210, 105931, 2022.
 
2.
XIAO Y., WANG R., WANG F., HUANG H., WANG J. Investigation on spatial and temporal variation of coupling coordination between socioeconomic and ecological environment: A case study of the Loess Plateau, China. Ecological Indicators, 136, 108667, 2022. https://doi.org/10.1016/j.ecol....
 
3.
XI J.P. Speech at Symposium on Ecological Protection and High-quality Development of the Yellow River Basin. Seeking Truth, 20, 4, 2019.
 
4.
LI B.B., ZHANG W.T., LI S.J., WANG J., LIU G.B., XU M.X. Severe depletion of available deep soil water induced by revegetation on the arid and semiarid Loess Plateau. Forest Ecology and Management, 491, 119156, 2021. https://doi.org/10.1016/j.fore....
 
5.
WANG N., JIAO J.Y., BAI L.C., ZHANG Y.F., CHEN Y.X., TANG B.Z. LIANG Y., ZHAO C.J., WANG H.L. Magnitude of soil erosion in small catchments with different land use patterns under an extreme rainstorm event over the Northern Loess Plateau, China. Catena, 195, 104780, 2020.
 
6.
DING W.B., WANG F., HAN J.Q., GE W.Y., CONG C.Y., DENG L.Q. Throughfall and its spatial heterogeneity in a black locust (Robinia pseudoacacia) plantation in the semi-arid loess region, China. Journal of Hydrology, 602, 126751, 2021.
 
7.
LIANG W., BAI D., WANG F.Y., FU B.J., YAN J.P., WANG S., YANG Y.T., LONG D., FENG M.Q. Quantifying the impacts of climate change and ecological restoration on streamflow changes based on a Budyko hydrological model in China's Loess Plateau. Water Resources Research, 51 (8), 6500, 2015.
 
8.
MA R.X., CUI X.M., WANG D.C., WANG S.D., WANG H.S., YAO X.J., LI S.S. Spatial and temporal characteristics of water use efficiency in typical ecosystems on the Loess Plateau in the last 20 years, with drivers and implications for ecological restoration. Remote Sensing, 14 (22), 5632, 2022.
 
9.
FENG X.M., FU B.J., PIAO S.L., WANG S., CIAIS P., ZENG Z.Z., LU Y.H., ZENG Y., LI Y.Y., JIANG X.H., WU B.F. Revegetation in China's Loess Plateau is approaching sustainable water resource limits. Nature Climate Change, 6 (11), 1019, 2016.
 
10.
ZHANG M.X., ZHONG D.Y., HUANG W.Y., ZHANG Y., WANG G.Q., LI T.J. TIAN Y.L., XIE D. Major moisture source patterns for extreme precipitation events over the Chinese Loess Plateau. International Journal of Climatology, 42 (15), 7951, 2022. https://doi.org/10.1002/joc.76....
 
11.
MA K.K., CHAI N.P., HUANG H.Y., XIAO J. Influence of anthropogenic activities and loess dusts on the rainwater hydrochemistry in the Chinese Loess Plateau. Journal of Environmental Management, 347, 119137, 2023. https://doi.org/10.1016/j.jenv... PMid:37778072.
 
12.
XU Y.Q., YU D.Y., RAN J. Watershed-based policy integration approach to constructing territorial rainstorm flood safety pattern. Journal of Natural Resources, 36 (09), 2335, 2021.
 
13.
WEI Y., CHEN Q. Study on Sustainable Stormwater Management Policies from the International Perspective: The Comparison of the US, the UK and China. Urban Planning International, 38 (02), 39, 2023.
 
14.
WANG J.B., SUN T., WANG X.Y. Research on the Application of Water Resources Optimal Allocation Model Based on Fuzzy Optimization Theory. Polish Journal of Environment Studies, 31 (6), 5241, 2022. https://doi.org/10.15244/pjoes....
 
15.
LIANG P.F., XIN H.J., LI Z.X. Quantifying the Contribution of Climate Change and Human Activities to Runoff Changes in the Source Region of the Yellow River. Polish Journal of Environment Studies, 32 (2), 1661, 2023. https://doi.org/10.15244/pjoes....
 
16.
CHANG T., LI Y.L. Analysis on Spatial Matching Patterns of Available Water Resources and Irrigated Arable Land in China. Journal of Irrigation and Drainage, 42, 74, 2023.
 
17.
LI S.S., PENG Y., CUI W. Study on Available Surface Water Resources of Xiamen City. Journal of China Hydrology, 43 (02), 86, 2023. https://doi.org/10.1055/a-1691....
 
18.
DENG P.X., XU G.H., BING J.P., XU C.J., JIA J.W. Evaluation method of rain-flood resource utilization availability and its application in the Hanjiang River Basin. Water Supply, 20 (8), 3557, 2020. https://doi.org/10.2166/ws.202....
 
19.
GONG J. Analytical Calculation of the Available Surface Water Resources in the Urumqi City. Ground water, 37 (1), 115, 2015.
 
20.
JIMENEZ B.E., GARDUNO H., Dominguez R. Water availability in Mexico considering quantity, quality, and uses. Journal of water resources planning and management, 124 (1), 1, 1998.
 
21.
SCANLON B.R., FAKHREDDINE S., RATEB A., DE GRAAF I., FAMIGLIETTI J., GLEESON T., GRAFTON Q., JOBBAGY E., KEBEDE S., KOLUSU S.R., KONIKOW L.F., LONG D., MEKONNEN M., SCHMIED H.M., MUKHERJEE A., MACDONALD A., REEDY R.C., SHAMSUDDUHA M., SIMMONS C.T., SUN A., TAYLOR R.G., VILLHOLTH K.G., VOROSMARTY C.J., CHUNMIAO Z. Global water resources and the role of groundwater in a resilient water future. Nature Reviews Earth & Environment, 4 (2), 87, 2023.
 
22.
SCHMIED M.H., CACERES D., EISNER S., FLORKE M., HERBERT C., NIEMANN C., PEIRIS T.A., POPAT E., PORTMANN F.T., REINECKE R., SCHUMACHER M., SHADKAM S., TELTEU C.E., TRAUTMANN T., DOLL P. The global water resources and use model WaterGAP v2. 2d: Model description and evaluation. Geoscientific Model Development, 14 (2), 1037, 2021.
 
23.
FU M.R. Evaluation of Water Scarcity in Mainland China Based on Water Footprint Theory. Shandong University of Science and Technology, Shandong, 1, 2020.
 
24.
SHAO M., FERNANDO N., ZHU J., ZHAO G., KAO S.C., ZHAO B., ROBERTS E., GAO H. Estimating Future Surface Water Availability Through an Integrated Climate‐Hydrology‐Management Modeling Framework at a Basin Scale Under CMIP6 Scenarios. Water Resources Research, 59 (7), e2022WR034099, 2023.
 
25.
REITZ M., SANFORD W.E. Estimating quick-flow runoff at the monthly timescale for the conterminous United States. Journal of Hydrology, 573, 841, 2019. https://doi.org/10.1016/j.jhyd....
 
26.
LI S.Z., WANG S., FANG J. A Caculation Method of Available Water Resources for Rivers Based on Water Study on the Available Amounts of Rainwater... 3145 Quality Restriction. China Rural Water and Hydropower, 03, 73, 2019.
 
27.
CHANDRASASI D, MONTARCIH L, JUNI W.R. Analysis using the FJ Mock Method for calculation of water balance in the Upper Konto Sub-Watershed. IOP Conference of Series: Earth and Environmental Science, 437, 012019, 2020.
 
28.
HAN J.B., WANG J.P., YI L., LIU Y.B., CHEN F.H. The potential analysis of rain-flood resources in the Golmud river catchment based on climate change and human interven⁃tions, Qaidam basin. Journal of Sait Lake Research, 4, 30, 2023.
 
29.
ARNOLD J.G., MORIASI D.N., GASSMAN P.W., ABBASPOUR K.C., WHITE M.J., SRINIVASAN R., SANTHI C., HARMEL R.D., VAN GRIENSVEN A., VAN LIEW M.W., KANNAN N., JHA M.K. SWAT: Model use, calibration, and validation. Transactions of ASABE, 55 (4), 1491, 2012. https://doi.org/10.13031/2013.....
 
30.
LIN B., CHEN X., YAO H. Threshold of sub-watersheds for SWAT to simulate hillslope sediment generation and its spatial variations. Ecological Indicators, 111, 106040, 2020.
 
31.
NEITSCH S.L., ARNOLD J.G., KINIRY J.R., WILLIANS J.R. Soil and Water Assessment Tool: Theoretical Documentation, Version 2009. Texas Water Resources Institute: Texas, America, pp. 98-120, 2011 [In English].
 
32.
DE SERRAO E.A., SILVA M.T., FERREIRA T.R., ATAIDE L.C.P., DOS SANTOS C.A., DE LIMA A.M.M., DA SILVA V.D.R., DE SOUSA F.D.S., GOMES D.J.C. Impacts of land use and land cover changes on hydrological processes and sediment yield determined using the SWAT model. International Journal of Sediment Research, 37 (1), 54, 2022.
 
33.
ROCHA A.K.P., DE SOUZA L.S.B., DE ASSUNCAO MONTENEGRO A.A., DE SOUZA W.M., DA SILVA T.G.F. Revisiting the application of the SWAT model in arid and semi-arid regions: a selection from 2009 to 2022. Theoretical and Applied Climatology, 154, 7, 2023.
 
34.
FEMEENA P.V., CHAUBEY I., AUBENEAU A., MCMILLAN S.K., WAGNER P.D., FOHRER N. An improved process‐based representation of stream solute transport in the soil and water assessment tools. Hydrological Processes, 34 (11), 2599, 2020. https://doi.org/10.1002/hyp.13....
 
35.
ZEJGER S.J., OWEN M.R., PAVLOWSKY R.T. Simulating nonpoint source pollutant loading in a karst basin: A SWAT modeling application. Science of the Total Environment, 785, 147295, 2021. https://doi.org/10.1016/j.scit....
 
36.
OLAOYE I.A., CONFESOR R.B., ORTIZ J.D. Impact of seasonal variation in climate on water quality of Old Woman Creek watershed Ohio using SWAT. Climate, 9 (3), 50, 2021. https://doi.org/10.1080/144324....
 
37.
JIAO L.J., LIU R.M., WANG L.F., DANG J.H., XIAO Y.Y., XIA X.H. Study on ecological water supplement in Fenhe River Basin based on SWAT Model. Acta Ecologica Sinica, 42 (14), 5778, 2022.
 
38.
ABUNADA Z., KISHAWI Y., ALSLAIBI T.M., KAHEIL N., MITTELSTET A. The application of SWAT-GIS tool to improve the recharge factor in the DRASTIC framework: case study. Journal of Hydrology, 592, 125613, 2021. https://doi.org/10.1016/j.jhyd....
 
39.
CHEN P.Y., LI J.W., YU Q., GUO J.B., MA J.Z. Evaluating Groundwater Resource and its Distribution in Jinghe Basin Using the SWAT Model. Journal of Irrigation and Drainage, 40 (12), 102, 2021. https://doi.org/10.1097/01.pgp....
 
40.
GAO Y.Y., TIAN J.H., LI J.N. Check-dam Construction Potential Analysis Based on Efficient Use of Water and Soil Resources. Yellow river, 41 (09), 102, 2019.
 
41.
BHATTA B., SHRESTHA S., SHRESTHA P.K., TALCHABHADEL. Evaluation and application of a SWAT model to assess the climate change impact on the hydrology of the Himalayan River Basin. Catena, 181, 104082, 2019.
 
42.
NAHARUDDIN N., WAHID A., RACHMAN I., AKHBAR A., GOLAR G. Assessment of Land and Water Conservation Practices Against Runoff and Erosion. Polish Journal of Environment Studies, 32 (1), 207, 2023.
 
43.
SHIVHARE N., DIKSHIT P.K.S., DWIVEDI S.B. A comparison of SWAT model calibration techniques for hydrological modeling in the Ganga River watershed. Engineering, 4 (5), 643, 2018.
 
44.
WINCEHELL M., SRINIVASAN R., DILUZIO M., ARNOLD J. ArcSWAT Interface for SWAT 2009 user's guide. Blackland Research Center, Texas Agricultural Experiment Station. Texas, America, pp. 97-320, 2010 [In English].
 
45.
ZHANG Y.Q., CHEN C.C., YANG X.H., YIN Y.X., DU J.C. Application of SWAT Model Based SUFI-2 Algorithm to Runoff Simulation in Xiushui Basin. Water Resources and Power, 31 (09), 24, 2013. https://doi.org/10.1108/MI-03-....
 
46.
YUAN J., LI R., SHU D.C., HUANG K., PAN L.D., ZHANG L.Q. Response of Runoff Characteristics of Karst Watershed to Rocky Desertification Control Measures Based on SWAT Model. Journal of Soil and Water Conservation, 35 (06), 151, 2021.
 
47.
ZHANG B., TIAN L., HE C., HE X. Response of Erosive Precipitation to Vegetation Restoration and Its Effect on Soil and Water Conservation Over China's Loess Plateau. Water Resources Research, 59 (1), e2022WR033382, 2023.
 
48.
LIU S.L., AN N.N., YIN Y.J., CHENG F.Y., DONG S.K. Relationship Between Spatio-temporal Dynamics of Soil and Water Loss and NDVI of the small Basins in the Middle Reaches of Lancang River Based on SWAT Model. Journal of Soil and Water Conservation, 30 (01), 62, 2016.
 
49.
CHEN S., HUANG J., HUANG J.C. Improving daily streamflow simulations for data-scarce watersheds using the coupled SWAT-LSTM approach. Journal of Hydrology, 622 (A), 129734, 2023.
 
50.
AAWAR T., KHARE D. Assessment of climate change impacts on streamflow through hydrological model using SWAT model: a case study of Afghanistan. Modeling Earth Systems and Environment, 6 (3), 1427, 2020. https://doi.org/10.1007/s40808....
 
51.
ABBASPOUR K.C., YANG J., MAXIMOV I., SIBER R., BOGNER K., MIELEITNER J., ZOBRIST J., SRINIVASAN R. Modelling hydrology and water quality in the pre-alpine/alpine Thur watershed using SWAT. Journal of Hydrology, 333 (2-4), 413, 2007. https://doi.org/10.1016/j.jhyd....
 
52.
SHI W., HUANG M. Predictions of soil and nutrient losses using a modified SWAT model in a large hilly-gully watershed of the Chinese Loess Plateau. International Soil and Water Conservation Research, 9 (2), 291, 2021. https://doi.org/10.1016/j.iswc....
 
53.
MORIASI D.N., GITAU M.W., PAI N., DAGGUPATI P. Hydrologic and water quality models: Performance measures and evaluation criteria. Transactions of the ASABE, 58 (6), 1763, 2015. https://doi.org/10.13031/trans....
 
54.
KANAKOUDIA V., TSITSIFLI S., PAPADOPOULOU A., CURK B.C., KARLEUSA B. Estimating the water resources vulnerability index in the Adriatic Sea region. Procedia Engineering, 162, 476, 2016. https://doi.org/10.1016/j.proe....
 
55.
LING B., LIU X.B., HUANG W., CHEN X.K. Analysis of water scarcity characteristics in data-deficient 3146 Yayu Gao, et al. watershed based on hydrological model: taking Minjiang Tributary Mangxi River Basin as an example. Journal of Environment Engineering Technology, 11 (02), 241, 2021.
 
56.
QIN Y., LUO Z.Z., JIANG G.Z., ZHANG X.H. Water Resources Allocation in Runoff Data Scarce Region: A case Study in Duyu City of Guizhou Province. Water Saving Irrigation, 03, 35, 2015.
 
57.
MA R., CUI X., WANG D., WANG S., WANG H., YAO X., LI S. Spatial and temporal characteristics of water use efficiency in typical ecosystems on the Loess Plateau in the last 20 years, with drivers and implications for ecological restoration. Remote Sensing, 14 (22), 5632, 2022. https://doi.org/10.3390/rs1422....
 
58.
HU Q.F., WANG Y.T., DENG P.X., LI L.J., WANG L.Z., YUN Z.D. Reunderstanding on rain and flood resources utilization. Hydro-Science and Engineering, 01, 149, 2023.
 
59.
MENG F.X., LI T.X., FU Q., LIU D., YANG L.Y. Study on the calculation model of regional rainwater resource potential and its temporal and spatial distribution. Journal of Hydraulic Engineering, 51 (05), 556, 2020.
 
60.
ZHAO Y., WANG H.X., WANG Y., NIU Z.E., HU Q.L., ZHAO F., SUO L.Z., XU Z.H., CHEN X.B. Efficient Utilization and Optimal Allocation of Agricultural Water Resources in the Yellow River Basin. Strategic Study of CAE, 25 (04), 158, 2023.
 
61.
OGUZ A., ERTUGRLU F. A survey on applications of machine learning algorithms in water quality assessment and water supply and management. Water Supply, 23, 895, 2023.
 
62.
SUN D.Y., JIN Y.Z., HU X.Q., WANG J.D., CHENG Y.F., LU S.C. Potential of rainwater resources utilization for main cities in loess plateau of Gansu province. Bulletin of Soil and Water Conservation, 33 (05), 215, 2023.
 
63.
YANG Z.H., SHAN K., HUANG P.F., CHU X.Z., ZHANG Z.L., WU Z. Potential Estimation of Rainwater Resources in Island Based on RS/GIS Technology. Shandong Agricultural Sciences, 47 (12), 71, 2015.
 
64.
YEOM W.S., PARK D.H., AHN J. Development and application of the estimation method of flood damage in the ungauged basin using satellite data. Journal of Korea Water Resources Association, 53 (12), 1183, 2020.
 
65.
ODUSANYA A.E., SCHULZ K., MEHDI-SCHULZ B. Using a regionalisation approach to evaluate streamflow simulated by an ecohydrological model calibrated with global land surface evaporation from remote sensing. Journal of Hydrology: Regional Studies, 40, 101042, 2022. https://doi.org/10.1016/j.ejrh....
 
66.
GRIFFITHS G.A., SINGH S.K., MCKERCHAR A.I. Flood frequency estimation in New Zealand using a region of influence approach and statistical depth functions. Journal of Hydrology, 589, 125187, 2020. https://doi.org/10.1016/j.jhyd....
 
67.
GAO X.R., YAN C.S., WANG Y.B., ZHAO X.N., ZHAO Q., WU P.T. Simulation and Evaluation of Rainwater Harvesting Potential in Typical Areas of Loess Plateau. Transaction of the Chinese Society for Agricultural Machinery, 51 (01), 275, 2020. https://doi.org/10.9785/afp-20....
 
68.
GAO Y.Y., ZHANG X.M., TIAN J.H., YU H. Research on Available Channel Rainwater Resources in Xifeng District Based on GIS Technology. Journal of China Hydrology, 37 (1), 72, 2017. https://doi.org/10.1002/wilm.1....
 
69.
NAGESWARA R.K. Analysis of surface runoff potential in ungauged basin using basin parameters and SCS-CN method. Applied Water Science, 10, 47, 2020.
 
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