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      61 Moore, P., &Williams, S. D. P. (2014). Integration of altimetry lake lavels and GRACE gravimetry over Africa: Inferences for terrestrial water storage change 2003–2011. Water Resources Research, 50, 9696–9720. doi: 10.1002/2014WR015506

      62 Munzimi, Y. A., Hansen, M. C., Adusei, B., & Senay, G. B. (2015). Characterizing Congo basin rainfall and climate using tropical rainfall measuring mission (TRMM) satellite data and limited rain gauge ground observations. Journal of Applied Meteorology and Climatology, 54(3), 541–555. doi: 10.1175/JAMC‐D‐14‐0052.1.

      63 Ndehedehe, C. E. (2019). The water resources of tropical West Africa: problems, progress and prospect. Acta Geophysica, 67(2), 621–649. https://doi.org/10.1007/s11600‐019‐00260‐y

      64 Ndehedehe, C. E., Agutu, N., Ferreira, V. G., & Getirana, A. (2020a). Evolutionary drought patterns over the Sahel and their teleconnections with low frequency climate oscillations. Atmospheric Research, 233, 104700. doi: 10.1016/j.atmosres.2019.104700

      65 Ndehedehe, C. E., Agutu, N. O., & Okwuashi, O. (2018a). Is terrestrial water storage a useful indicator in assessing the impacts of climate variability on crop yield in semi‐arid ecosystems? Ecological Indicators, 88C, 51–62. doi: 10.1016/j.ecolind.2018.01.026

      66 Ndehedehe, C. E., Anyah, R. O., Alsdorf, D., Agutu, N. O., & Ferreira, V. G. (2019). Modelling the impacts of global multi‐scale climatic drivers on hydro‐climatic extremes (1901–2014) over the Congo basin. Science of The Total Environment, 651, 1569–1587. doi: 10.1016/j.scitotenv.2018.09.203

      67 Ndehedehe, C., Awange, J., Agutu, N., Kuhn, M., & Heck, B. (2016). Understanding changes in terrestrial water storage over West Africa between 2002 and 2014. Advances in Water Resources, 88, 211–230. doi: 10.1016/j.advwatres.2015.12.009

      68 Ndehedehe, C. E., Awange, J., Kuhn, M., Agutu, N., & Fukuda, Y. (2017a). Analysis of hydrological variability over the Volta river basin using in‐situ data and satellite observations. Journal of Hydrology: Regional Studies, 12, 88–110. doi: 10.1016/j.ejrh.2017.04.005

      69 Ndehedehe, C. E., Awange, J., Kuhn, M., Agutu, N., & Fukuda, Y. (2017b). Climate teleconnections influence on West Africa’s terrestrial water storage. Hydrological Processes, 31(18), 3206–3224. doi: 10.1002/hyp.11237

      70 Ndehedehe, C. E., Awange, J. L., Agutu, N. O., & Okwuashi, O. (2018b). Changes in hydro‐meteorological conditions over tropical West Africa (1980–2015) and links to global climate. Global and Planetary Change, 162, 321–341. doi: 10.1016/j.gloplacha.2018.01.020

      71 Ndehedehe, C. E., Burford, M. A., Stewart‐Koster, B., & Bunn, S. E. (2020b). Satellite‐derived changes in floodplain productivity and freshwater habitats in northern Australia (1991–2019). Ecological Indicators, 114, 106320. doi: 10.1016/j.ecolind.2020.106320

      72 Ndehedehe, C. E., Okwuashi, O., Ferreira, V. G., & Agutu, N. O. (2018c). Exploring evapotranspiration dynamics over Sub‐Sahara Africa (2000–2014). Environmental Monitoring and Assessment, 190(7), 400. doi: 10.1007/s10661‐018‐6780‐6

      73 Ndehedehe, C. E., Stewart‐Koster, B., Burford, M. A., & Bunn, S. E. (2020c). Predicting hot spots of aquatic plant biomass in a large floodplain river catchment in the Australian wet‐dry tropics. Ecological Indicators, 117, 106616. doi: 10.1016/j.ecolind.2020.106616

      74 Ngom, F., Tweed, S., Bader, J.‐C., Saos, J.‐L., Malou, R., Leduc, C., & Leblanc, M. (2016). Rapid evolution of water resources in the Senegal delta. Global and Planetary Change, 144, 34–47. doi: 10.1016/j.gloplacha.2016.07.002

      75 Nicholson, S. E., & Dezfuli, A. K. (2013). The relationship of rainfall variability in western equatorial Africa to the tropical oceans and atmospheric circulation. Part I: The Boreal Spring. Journal of Climate, 26(1), 45–65. doi: 10.1175/Jcli‐D‐11‐00653

      76 Nicholson, S. E., Funk, C., & Fink, A. H. (2018). Rainfall over the African continent from the 19th through the 21st century. Global and Planetary Change, 165, 114–127. doi: 10.1016/j.gloplacha.2017.12.014

      77 Niu, G.‐Y., Yang, Z.‐L., Mitchell, K. E., Chen, F., Ek, M. B., Barlage, M., et al. (2011). The community Noah land surface model with multiparameterization options (Noah‐MP): 1. model description and evaluation with local‐scale measurements. Journal of Geophysical Research: Atmospheres, 116(D12). https://doi.org/10.1029/2010JD015139

      78 Nkiaka, E., Nawaz, N. R., & Lovett, J. C. (2017). Using standardized indicators to analyse dry/wet conditions and their application for monitoring drought/floods: a study in the Logone catchment, Lake Chad basin. Hydrological Sciences Journal, 62(16), 2720–2736. doi: 10.1080/02626667.2017.1409427

      79 Okewu, E., Misra, S., Sanz, L. F., Ayeni, F., Mbarika, V., & Damaševičius, R. (2019). Deep Neural Networks for curbing climate change‐induced farmers‐herdsmen clashes in a sustainable social inclusion initiative. Problems of Sustainable Development, 14(2), 143–155.

      80 Okwuashi, O., & Ndehedehe, C. (2017). Tide modelling using support vector machine regression. Journal of Spatial Science, 62(1), 29–46. doi: 10.1080/14498596.2016.1215272

      81 O’Loughlin, F., Trigg, M. A., Schumann, G. J.‐P., & Bates, P. D. (2013). Hydraulic characterization of the middle reach of the congo river. Water Resources Research, 49(8), 5059–5070. doi: 10.1002/wrcr.20398

      82 Oslisly, R., White, L., Bentaleb, I., Favier, C., Fontugne, M., Gillet, J., & Sebag, D. (2013). Climatic and cultural changes in the West Congo Basin forests over the past 5000 years. Philosophical Transactions of The Royal Society.B.Biological Sciences, 368:10 p. doi: 10.1098/rstb.2012.0304

      83 Ozesmi, S. L., & Bauer, M. E. (2002). Satellite remote sensing of wetlands. Wetlands Ecology and Management, 10(5), 381–402. doi: 10.1023/A:1020908432489

      84 Pokam, W. M., Bain, C. L., Chadwick, R. S., Graham, R., Sonwa, D. J., & Kamga, F. M. (2014). Identification of processes driving low‐level westerlies in West Equatorial Africa. Journal of Climate, 27(11), 4245–4262. doi: 10.1175/JCLI‐D‐13‐00490.1

      85 Redelsperger, J.‐L., & Lebel, T. (2009). Surface processes and water cycle in West Africa, studied from the AMMA‐CATCH observing system. Journal of Hydrology, 375(1–2), 1–2. doi: 10.1016/j.jhydrol.2009.08.017

      86 Reynolds, R. W., Rayne, N. A., Smith, T. M., Stokes, D. C., & Wang, W. (2002). An improved in situ and satellite SST analysis for climate. Journal of Climate, 15(3), 1609–1625. doi: 10.1175/1520‐0442(2002)0153C1609:AIISAS3E2.0.CO;2

      87 Save, H., Bettadpur, S., & Tapley, B. D. (2016). High‐resolution CSR GRACE RL05 mascons. Journal of Geophysical Research: Solid Earth, 121(10), 7547–7569. doi: 10.1002/2016JB013007

      88 Scanlon, B. R., Zhang, Z., Save, H., Wiese, D. N., Landerer, F. W., Long, D., et al. (2016). Global evaluation of new GRACE mascon products for hydrologic applications. Water Resources Research, 52(12), 9412–9429. doi: 10.1002/2016WR019494

      89 Schroth, G., Läderach, P., Martinez‐Valle, A. I., Bunn, C., & Jassogn, L. (2016). Vulnerability to climate change of cocoa in West Africa: Patterns, opportunities and limits to adaptation. Science of the Total Environment, 556, 231–241. doi: 10.1016/j.scitotenv.2016.03.024

      90 Shiferaw, B., Tesfaye, K., Kassie, M., Abate, T., Prasanna, B., & Menkir, A. (2014). Managing vulnerability to drought and enhancing livelihood resilience in sub‐Saharan Africa: technological, institutional and policy options. Weather and Climate Extremes, 3(0), 67–79. doi: 10.1016/j.wace.2014.04.004

      91 Smola, A. J., & Schölkopf, B. (2004). A tutorial on support vector regression. Statistics and Computing, 14(3), 199–222. doi: 10.1023/B:STCO.0000035301.49549.88

      92 Sorí, R., Nieto, R., Vicente‐Serrano, S. M., Drumond, A., & Gimeno, L. (2017). A Lagrangian perspective of the hydrological cycle in the Congo River basin. Earth System Dynamics, 8(3), 653–675. doi: 10.5194/esd‐8‐653‐2017

      93 Spinoni, J., Naumann, G., Carrao, H., Barbosa,

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