{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T12:10:41Z","timestamp":1770293441465,"version":"3.49.0"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031632181","type":"print"},{"value":"9783031632198","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-63219-8_1","type":"book-chapter","created":{"date-parts":[[2024,6,21]],"date-time":"2024-06-21T11:02:34Z","timestamp":1718967754000},"page":"3-16","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Comparison of\u00a0AI Methods for\u00a0Groundwater Level Prediction in\u00a0Burkina Faso"],"prefix":"10.1007","author":[{"given":"Abdoul Aziz","family":"Bonkoungou","sequence":"first","affiliation":[]},{"given":"Souleymane","family":"Zio","sequence":"additional","affiliation":[]},{"given":"Aminata","family":"Sabane","sequence":"additional","affiliation":[]},{"given":"Rodrique","family":"Kafando","sequence":"additional","affiliation":[]},{"given":"Abdoul Kader","family":"Kabore","sequence":"additional","affiliation":[]},{"given":"Tegawend\u00e9 F.","family":"Bissyande","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,6,22]]},"reference":[{"key":"1_CR1","doi-asserted-by":"publisher","unstructured":"Abiye, T., Masindi, K., Mengistu, H., Demlie, M.: Understanding the groundwater-level fluctuations for better management of groundwater resource: a case in the Johannesburg region 7,\u00a01\u20137. https:\/\/doi.org\/10.1016\/j.gsd.2018.02.004. https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2352801X17301765","DOI":"10.1016\/j.gsd.2018.02.004"},{"key":"1_CR2","doi-asserted-by":"publisher","unstructured":"Belemtougri, A.P., Ducharne, A., Tazen, F., Oudin, L., Karambiri, H.: Understanding key factors controlling the duration of river flow intermittency: case of Burkina Faso in West Africa 37, 100908. https:\/\/doi.org\/10.1016\/j.ejrh.2021.100908. https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2214581821001373","DOI":"10.1016\/j.ejrh.2021.100908"},{"key":"1_CR3","doi-asserted-by":"publisher","unstructured":"Chen, C., He, W., Zhou, H., Xue, Y., Zhu, M.: A comparative study among machine learning and numerical models for simulating groundwater dynamics in the Heihe River Basin, Northwestern China 10(1), \u00a03904. https:\/\/doi.org\/10.1038\/s41598-020-60698-9. https:\/\/www.nature.com\/articles\/s41598-020-60698-9","DOI":"10.1038\/s41598-020-60698-9"},{"key":"1_CR4","doi-asserted-by":"publisher","unstructured":"Fathy, I., Ahmed, A., Abd-Elhamid, H.F.: Integrated management of surface water and groundwater to mitigate flood risks and water scarcity in arid and semi-arid regions 14(3), e1272. https:\/\/doi.org\/10.1111\/jfr3.12720. _eprint: https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/jfr3.12720","DOI":"10.1111\/jfr3.12720"},{"key":"1_CR5","doi-asserted-by":"publisher","unstructured":"Gaffoor, Z., et al.: A comparison of ensemble and deep learning algorithms to model groundwater levels in a data-scarce aquifer of Southern Africa 9(7),\u00a012. https:\/\/doi.org\/10.3390\/hydrology9070125. https:\/\/www.mdpi.com\/2306-5338\/9\/7\/125","DOI":"10.3390\/hydrology9070125"},{"key":"1_CR6","unstructured":"Gramont, H.M.D.: Annexe 1: Diagnostic sur les eaux souterraines 2(124661), P162723. https:\/\/documents1.worldbank.org\/curated\/ru\/125061522099341105\/pdf"},{"key":"1_CR7","doi-asserted-by":"publisher","unstructured":"He, L., Hou, M., Chen, S., Zhang, J., Chen, J., Qi, H.: Construction of a spatio-temporal coupling model for groundwater level prediction: a case study of Changwu area, Yangtze river delta region of China 21(7), 3790\u2013380. https:\/\/doi.org\/10.2166\/ws.2021.140. https:\/\/iwaponline.com\/ws\/article\/21\/7\/3790\/82047\/Construction-of-a-spatio-temporal-coupling-model","DOI":"10.2166\/ws.2021.140"},{"key":"1_CR8","doi-asserted-by":"publisher","unstructured":"Kafando, M.B., et al.: Use of multidisciplinary approaches for groundwater recharge mechanism characterization in basement aquifers: case of Sanon experimental catchment in Burkina Faso 13(22),\u00a03216. https:\/\/doi.org\/10.3390\/w13223216. https:\/\/www.mdpi.com\/2073-4441\/13\/22\/3216","DOI":"10.3390\/w13223216"},{"key":"1_CR9","doi-asserted-by":"publisher","unstructured":"Kalu, I., Ndehedehe, C.E., Okwuashi, O., Eyoh, A.E., Ferreira, V.G.: A new modelling framework to assess changes in groundwater level 43, 10118. https:\/\/doi.org\/10.1016\/j.ejrh.2022.101185. https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2214581822001987","DOI":"10.1016\/j.ejrh.2022.101185"},{"key":"1_CR10","doi-asserted-by":"publisher","unstructured":"Khan, J., Lee, E., Balobaid, A.S., Kim, K.: A comprehensive review of conventional, machine leaning, and deep learning models for groundwater level (GWL) forecasting 13(4), \u00a0274. https:\/\/doi.org\/10.3390\/app13042743. https:\/\/www.mdpi.com\/2076-3417\/13\/4\/2743","DOI":"10.3390\/app13042743"},{"key":"1_CR11","doi-asserted-by":"publisher","unstructured":"Malekzadeh, M., Kardar, S., Shabanlou, S.: Simulation of groundwater level using MODFLOW, extreme learning machine and wavelet-extreme learning machine models 9, 10027. https:\/\/doi.org\/10.1016\/j.gsd.2019.100279. https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2352801X19302127","DOI":"10.1016\/j.gsd.2019.100279"},{"key":"1_CR12","unstructured":"Mbouopda, M.F., Guyet, T., Labroche, N., Henriot, A.: Experimental study of time series forecasting methods for groundwater level prediction. http:\/\/arxiv.org\/abs\/2209.13927"},{"key":"1_CR13","doi-asserted-by":"publisher","unstructured":"Najafabadipour, A., Kamali, G., Nezamabadi-pour, H.: Application of artificial intelligence techniques for the determination of groundwater level using spatio-temporal parameters 7(12), 10751\u201310764. https:\/\/doi.org\/10.1021\/acsomega.2c00536. https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC8973156\/","DOI":"10.1021\/acsomega.2c00536"},{"key":"1_CR14","doi-asserted-by":"publisher","unstructured":"Rahman, A.S., Hosono, T., Quilty, J.M., Das, J., Basak, A.: Multiscale groundwater level forecasting: coupling new machine learning approaches with wavelet transforms 141, 103595. https:\/\/doi.org\/10.1016\/j.advwatres.2020.103595. https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0309170819312618","DOI":"10.1016\/j.advwatres.2020.103595"},{"key":"1_CR15","doi-asserted-by":"publisher","unstructured":"Rao, P., et al.: A comparison of multiple methods for mapping groundwater levels in the mu us sandy land, China 43, 10118. https:\/\/doi.org\/10.1016\/j.ejrh.2022.101189. https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2214581822002026","DOI":"10.1016\/j.ejrh.2022.101189"},{"key":"1_CR16","doi-asserted-by":"publisher","unstructured":"Tao, H., et al.: Groundwater level prediction using machine learning models: a comprehensive review 489, 271\u2013308. https:\/\/doi.org\/10.1016\/j.neucom.2022.03.014. https:\/\/www.sciencedirect.com\/science\/article\/pii\/S092523122200282X","DOI":"10.1016\/j.neucom.2022.03.014"},{"key":"1_CR17","unstructured":"Zarafshan, P., Javadi, S., Hashemy, S.M., Zarafshan, P., Etezadi, H.: Artificial intelligence hybrid-deep learning model for groundwater level prediction using MLP-ADAM, July 2021. https:\/\/www.researchgate.net\/publication\/353568143"}],"container-title":["IFIP Advances in Information and Communication Technology","Artificial Intelligence Applications and Innovations"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-63219-8_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,21]],"date-time":"2024-06-21T11:02:43Z","timestamp":1718967763000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-63219-8_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031632181","9783031632198"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-63219-8_1","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"value":"1868-4238","type":"print"},{"value":"1868-422X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"22 June 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AIAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on Artificial Intelligence Applications and Innovations","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Corfu","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Greece","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 June 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 June 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aiai2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ifipaiai.org\/2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}