Evaluation of TRMM 3B43 V7 precipitation data in varied Moroccan climatic and topographic zones

被引：0
作者：
Aqnouy M. [1 ]
Ommane Y. [2 ]
Ouallali A. [3 ]
Gourfi A. [4 ]
Ayele G.T. [5 ]
El Yousfi Y. [6 ]
Bouizrou I. [7 ,8 ]
Stitou El Messari J.E. [9 ]
Zettam A. [10 ]
Melesse A.M. [11 ]
Ndehedehe C.E. [12 ]
Abioui M. [13 ,14 ,15 ]
Briak H. [16 ]
机构：
[1] Applied Geology Research Laboratory, AGRSRT, Department of Geosciences, Faculty of Sciences and Techniques, Moulay Ismail University of Meknes, Errachidia
[2] Modelling Simulation and Data Analysis, Mohammed VI Polytechnic University (UM6P), Ben Guerir
[3] GPE Laboratory, Faculty of Sciences and Techniques, Hassan II University of Mohammedia, Mohammedia
[4] ESO, UMR 6590, UNIV Angers, CNRS, SFR Confluences, UFR LLSH, Angers
[5] Australian Rivers Institute and School of Engineering and Built Environment, Griffith University, Nathan
[6] Research Team: Water and Environment Management, Laboratory of Applied Sciences (LSA), National School of Applied Sciences Al Hoceima, Abdelmalek Essaadi University, Tétouan
[7] Functional Ecology and Environmental Engineering Laboratory, Faculty of Sciences and Techniques, Sidi Mohamed Ben Abdellah University, Fez
[8] Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Florence
[9] Department of Geology, Faculty of Sciences, Abdelmalek Essaadi University, Tétouan
[10] LECGEN, SNVSTU, Abou Bekr Belkaid University (UABB), Tlemcen
[11] Department of Earth and Environment, Florida International University, Miami, FL
[12] School of Environment and Science, Griffith University, Nathan, QLD
[13] Geosciences, Environment and Geomatics Laboratory (GEG), Department of Earth Sciences, Faculty of Sciences, Ibnou Zohr University, Agadir
[14] MARE-Marine and Environmental Sciences Centre-Sedimentary Geology Group, Department of Earth Sciences, Faculty of Sciences and Technology, University of Coimbra, Coimbra
[15] Laboratory for Sustainable Innovation and Applied Research, Universiapolis—International University of Agadir, Agadir
[16] Center of Excellence for Soil and Fertilizer Research in Africa (CESFRA), AgroBioSciences (AgBS), Mohammed VI Polytechnic University (UM6P), Ben Guerir
来源：
Mediterranean Geoscience Reviews | 2024年 / 6卷 / 2期
关键词：
GRMS; Morocco; Rainfall; Topography; TRMM; 3B43; V7;
D O I：
10.1007/s42990-024-00116-8
中图分类号：
学科分类号：
摘要：
Hydrologists in developing countries face a major challenge due to the lack of ground data. This study evaluates the performance of the monthly Tropical Rainfall Measurement Mission (TRMM) algorithm 3B43 V7 using 172 ground rainfall measurement stations (GRMS) over Morocco (1998–2018). The performance of the TRMM 3B43 V7 was assessed using four well-known metrics (KGE, R2, PBIAS, and RSR). The evaluation was undertaken based on (1) a point-to-pixel scale, (2) sub-regions of Morocco, (3) climatic zones, and (4) different ranges of altitudes. Results indicate that the TRMM 3B43 V7 provides satisfactory attribution in most regions of Morocco, with an average R2 higher than 0.54, except in the south areas, which have the lowest R2 between 0.29 and 0.41. The best R2 of 0.95 was observed in the Tangier-Tetouan-Al Hoceima region. The other performance criteria (KGE: 0.93, RSR: 0.21, PBIAS: − 5.5) indicate that TRMM 3B43 V7 is consistent with in situ data but slightly underestimated. At the point-to-pixel scale, KGE and R2 show that 61% and 52% of stations present satisfactory to good results, respectively. The PBIAS shows a large overestimation over most parts of Morocco, particularly the southern part. TRMM 3B43V7 performs better in the Mediterranean climate than in other climatic zones. TRMM 3B43 V7 harmonises GRMS slightly in low elevation zones, while average PBIAS show a global overestimation, increasing in high and low elevations. The results of this study confirm that TRMM 3B43 V7 provides a vital baseline tool to assist Moroccan Hydraulic Basin agencies. Graphical abstract: (Figure presented.) © The Author(s), under exclusive licence to Springer Nature Switzerland AG 2024.
引用
收藏
页码：159 / 175
页数：16
相关论文
共 107 条
[1]  
Abdelmoneim H., Soliman M.R., Moghazy H.M., Evaluation of TRMM 3B42V7 and CHIRPS satellite precipitation products as an input for hydrological model over Eastern Nile Basin, Earth Syst Environ, 4, 4, pp. 685-698, (2020)
[2]  
Ahmed M., Aqnouy M., Stitou El Messari J., Sustainability of Morocco’s groundwater resources in response to natural and anthropogenic forces, J Hydrol, 603, (2021)
[3]  
Aksu H., Cavus Y., Aksoy H., Et al., Spatiotemporal analysis of drought by CHIRPS precipitation estimates, Theor Appl Climatol, 148, pp. 517-529, (2022)
[4]  
Alijanian M., Rakhshandehroo G.R., Mishra A., Dehghani M., Evaluation of remotely sensed precipitation estimates using PERSIANN-CDR and MSWEP for spatio-temporal drought assessment over Iran, J Hydrol, 579, (2019)
[5]  
Anjum M.N., Ding Y., Shangguan D., Ahmad I., Ijaz M.W., Farid H.U., Yagoub Y.E., Zaman M., Adnan M., Performance evaluation of latest integrated multi-satellite retrievals for global precipitation measurement (IMERG) over the northern highlands of Pakistan, Atmos Res, 205, pp. 134-146, (2018)
[6]  
Aqnouy M., Stitou El Massari J.E., Bouadila A., Bouizrou I., Aoulad Mansour M.R., Application of hydrological model “HEC HMS” in a Mediterranean Watershed (Oued Laou, Northern of Morocco), Int J Innov Appl Stud, 24, 4, pp. 1773-1781, (2018)
[7]  
Aqnouy M., Stitou El Messari J.E., Hilal I., Bouadila A., Moreno-Navarro J.G., Bounab L., Aoulad Mansour M.R., Assessment of the SWAT model and the parameters affecting the flow simulation in the watershed of Oued Laou (Northern Morocco), J Ecol Eng, 20, 4, pp. 104-113, (2019)
[8]  
Aqnouy M., Stitou El Messari J.E., Bouadila A., Morabbi A., Benaabidate L., Al-Djazouli M.O., Modeling of continuous and extreme hydrological processes using spatially distributed models MERCEDES, VICAIR and VISHYR in a Mediterranean Watershed, Ecol Eng Environ Technol, 22, 1, pp. 9-23, (2021)
[9]  
Aqnouy M., Ahmed M., Ayele G.T., Bouizrou I., Bouadila A., Stitou El Messari J.E., Comparison of hydrological platforms in assessing rainfall-runoff behavior in a Mediterranean Watershed of Northern Morocco, Water, 15, 3, (2023)
[10]  
Arshad M., Ma X., Yin J., Ullah W., Ali G., Ullah S., Liu M., Shahzaman M., Ullah I., Evaluation of GPM-IMERG and TRMM-3B42 precipitation products over Pakistan, Atmos Res, 249, (2021)
12345678910