References

Data Attribution

Survey data sources

  1. Nigeria National Bureau of Statistics (NBS), Federal Republic of Nigeria. General Household Survey, Panel (GHS-Panel) 2010-2011, Wave 1 Ref. NGA_2010_GHSP-W1_v03_M. Dataset downloaded from World Bank Catalog #1002 on 12.06.23.

  2. Nigeria National Bureau of Statistics (NBS), Federal Republic of Nigeria. General Household Survey, Panel (GHS-Panel) 2012-2013, Wave 2. Ref. NGA_2012_GHSP-W2_v02_M. Dataset downloaded from World Bank Catalog #1952 on 12.06.23.

  3. Nigeria National Bureau of Statistics (NBS), Federal Republic of Nigeria. General Household Survey, Panel (GHS-Panel) 2015-2016, Wave 3. Ref. NGA_2015_GHSP-W3_v02_M. Dataset downloaded from World Bank Catalog #2734 on 12.06.23.

  4. Nigeria National Bureau of Statistics (NBS), Federal Republic of Nigeria. General Household Survey, Panel (GHS-Panel) 2018-2019, Wave 4. Ref. NGA_2018_GHSP-W4_v03_M. Dataset downloaded from World Bank Catalog #3557 on 12.06.23.

  5. Nigeria National Bureau of Statistics (NBS), Federal Republic of Nigeria. General Household Survey, Uniform Panel Data 2010-2019, Ref. NGA_2010-2019_NUPD_v01_M. Dataset downloaded from World Bank Catalog #5835 on 12.06.23.

Weather data sources

  1. Hersbach, H., Bell, B., Berrisford, P., Biavati, G., Horányi, A., Muñoz Sabater, J., Nicolas, J., Peubey, C., Radu, R., Rozum, I., Schepers, D., Simmons, A., Soci, C., Dee, D., Thépaut, J-N. (2023): ERA5 hourly data on single levels from 1940 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS), DOI: [10.24381/cds.adbb2d47](https://doi.org/10.24381/cds.adbb2d47) (accessed on 23-Aug-2023)

  2. Li, B., H. Beaudoing, and M. Rodell, NASA/GSFC/HSL (2020), GLDAS Catchment Land Surface Model L4 daily 0.25 x 0.25 degree GRACE-DA1 V2.2, Greenbelt, Maryland, USA, Goddard Earth Sciences Data and Information Services Center (GES DISC), accessed (23-Aug-2023), [10.5067/TXBMLX370XX8](https://doi.org/10.5067/TXBMLX370XX8)

  3. Li, B., M. Rodell, S. Kumar, H. Beaudoing, A. Getirana, B. F. Zaitchik, et al. (2019) Global GRACE data assimilation for groundwater and drought monitoring: Advances and challenges. Water Resources Research, 55, 7564-7586. doi:[10.1029/2018wr024618](https://doi.org/10.1029/2018wr024618)

  4. Flood sources

    • 2012 flood data can be sourced from Global Flood Database

    • 2018 flood data can be sourced from Dartmouth Flood Observator

    • Copernicus Emergency Management Service, Directorate Space, Security and Migration, European Commission Joint Research Centre (EC JRC). Website, Accessed date 18-07-2023