Abuja

Pajarito Grajales, D. , Sa’adu Da’u, S., Kehinde, B., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Abuja, Nigeria. [Data Collection]

Accessibility

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., , , Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) General Healthcare Access Deprivation Modelled Dataset in Harare, Zimbabwe. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Accra, Ghana. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Beira, Mozambique. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Harare, Zimbabwe. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Pasto, Colombia. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Peiera, Colombia. [Data Collection]

Pajarito Grajales, D. , Sa’adu Da’u, S., Kehinde, B., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Abuja, Nigeria. [Data Collection]

Shonowo, O. , Du, X., Porto de Albuquerque, J. , Zhao, Q. , Elias, P., Pajarito Grajales, D. , Hafner, S., Mitham-Clarke, A., Sa'adu Da'u, S., Baruwa, K., Odulana, O., Amole, T., Olusegun, S. and Fernandez-Marquez, J. L. (2026) Drinking Water Access Deprivation Modelled Dataset in Kano, Nigeria. [Data Collection]

Shonowo, O. , Du, X., Porto de Albuquerque, J. , Zhao, Q. , Elias, P., Pajarito Grajales, D. , Hafner, S., Mitham-Clarke, A., Sa'adu Da'u, S., Baruwa, K., Odulana, O., Amole, T., Olusegun, S. and Fernandez-Marquez, J. L. (2026) Drinking Water Access Deprivation Modelled Dataset in Lagos, Nigeria. [Data Collection]

Accra

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Accra, Ghana. [Data Collection]

Beira

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Beira, Mozambique. [Data Collection]

Columbia

Hafner, S., Zhao, Q. , Alugbin, B., Baruwa, K., Cheruiyot, C., Sa'adu Da'u, S., Du, X., Elias, P., Elsey, H., Engstrom, R., Girgin, S., Pajarito Grajales, D. F. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyamby, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Pereira, Colombia. [Data Collection]

Drinking Water

Shonowo, O. , Du, X., Porto de Albuquerque, J. , Zhao, Q. , Elias, P., Pajarito Grajales, D. , Hafner, S., Mitham-Clarke, A., Sa'adu Da'u, S., Baruwa, K., Odulana, O., Amole, T., Olusegun, S. and Fernandez-Marquez, J. L. (2026) Drinking Water Access Deprivation Modelled Dataset in Kano, Nigeria. [Data Collection]

Shonowo, O. , Du, X., Porto de Albuquerque, J. , Zhao, Q. , Elias, P., Pajarito Grajales, D. , Hafner, S., Mitham-Clarke, A., Sa'adu Da'u, S., Baruwa, K., Odulana, O., Amole, T., Olusegun, S. and Fernandez-Marquez, J. L. (2026) Drinking Water Access Deprivation Modelled Dataset in Lagos, Nigeria. [Data Collection]

Emergency obstetric care

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Accra, Ghana. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Beira, Mozambique. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Harare, Zimbabwe. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Pasto, Colombia. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Peiera, Colombia. [Data Collection]

Pajarito Grajales, D. , Sa’adu Da’u, S., Kehinde, B., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Abuja, Nigeria. [Data Collection]

General healthcare

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., , , Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) General Healthcare Access Deprivation Modelled Dataset in Harare, Zimbabwe. [Data Collection]

Harare

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., , , Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) General Healthcare Access Deprivation Modelled Dataset in Harare, Zimbabwe. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Harare, Zimbabwe. [Data Collection]

IDEAMAPS

Hafner, S., Zhao, Q. , Alugbin, B., Baruwa, K., Cheruiyot, C., Sa'adu Da'u, S., Du, X., Elias, P., Elsey, H., Engstrom, R., Girgin, S., Pajarito Grajales, D. F. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyamby, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Kathmandu, Nepal. [Data Collection]

Hafner, S., Zhao, Q. , Alugbin, B., Baruwa, K., Cheruiyot, C., Sa'adu Da'u, S., Du, X., Elias, P., Elsey, H., Engstrom, R., Girgin, S., Pajarito Grajales, D. F. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyamby, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Pereira, Colombia. [Data Collection]

Kano

Shonowo, O. , Du, X., Porto de Albuquerque, J. , Zhao, Q. , Elias, P., Pajarito Grajales, D. , Hafner, S., Mitham-Clarke, A., Sa'adu Da'u, S., Baruwa, K., Odulana, O., Amole, T., Olusegun, S. and Fernandez-Marquez, J. L. (2026) Drinking Water Access Deprivation Modelled Dataset in Kano, Nigeria. [Data Collection]

Kathmandu

Hafner, S., Zhao, Q. , Alugbin, B., Baruwa, K., Cheruiyot, C., Sa'adu Da'u, S., Du, X., Elias, P., Elsey, H., Engstrom, R., Girgin, S., Pajarito Grajales, D. F. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyamby, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Kathmandu, Nepal. [Data Collection]

Lagos

Shonowo, O. , Du, X., Porto de Albuquerque, J. , Zhao, Q. , Elias, P., Pajarito Grajales, D. , Hafner, S., Mitham-Clarke, A., Sa'adu Da'u, S., Baruwa, K., Odulana, O., Amole, T., Olusegun, S. and Fernandez-Marquez, J. L. (2026) Drinking Water Access Deprivation Modelled Dataset in Lagos, Nigeria. [Data Collection]

Maternal health care

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Accra, Ghana. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Beira, Mozambique. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Harare, Zimbabwe. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Pasto, Colombia. [Data Collection]

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Peiera, Colombia. [Data Collection]

Pajarito Grajales, D. , Sa’adu Da’u, S., Kehinde, B., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Abuja, Nigeria. [Data Collection]

Nepal

Hafner, S., Zhao, Q. , Alugbin, B., Baruwa, K., Cheruiyot, C., Sa'adu Da'u, S., Du, X., Elias, P., Elsey, H., Engstrom, R., Girgin, S., Pajarito Grajales, D. F. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyamby, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Kathmandu, Nepal. [Data Collection]

participatory mapping

Hafner, S., Zhao, Q. , Alugbin, B., Baruwa, K., Cheruiyot, C., Sa'adu Da'u, S., Du, X., Elias, P., Elsey, H., Engstrom, R., Girgin, S., Pajarito Grajales, D. F. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyamby, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Kathmandu, Nepal. [Data Collection]

Hafner, S., Zhao, Q. , Alugbin, B., Baruwa, K., Cheruiyot, C., Sa'adu Da'u, S., Du, X., Elias, P., Elsey, H., Engstrom, R., Girgin, S., Pajarito Grajales, D. F. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyamby, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Pereira, Colombia. [Data Collection]

Pasto

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Pasto, Colombia. [Data Collection]

Peiera

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) Emergency Obstetric Care Access Deprivation Modelled Dataset in Peiera, Colombia. [Data Collection]

Pereira

Hafner, S., Zhao, Q. , Alugbin, B., Baruwa, K., Cheruiyot, C., Sa'adu Da'u, S., Du, X., Elias, P., Elsey, H., Engstrom, R., Girgin, S., Pajarito Grajales, D. F. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyamby, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Pereira, Colombia. [Data Collection]

Public healthcare

Pajarito Grajales, D. , Sa'adu Da'u, S., Baruwa, K., , , Du, X., Elias, P., Elsey, H., Hafner, S., Kabaria, C., Middleton, A., Onyambu, F. C., Porto de Albuquerque, J. , Thomson, D. R., Zhao, Q. and Amole, T. (2026) General Healthcare Access Deprivation Modelled Dataset in Harare, Zimbabwe. [Data Collection]

road accessibility

Hafner, S., Zhao, Q. , Alugbin, B., Baruwa, K., Cheruiyot, C., Sa'adu Da'u, S., Du, X., Elias, P., Elsey, H., Engstrom, R., Girgin, S., Pajarito Grajales, D. F. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyamby, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Kathmandu, Nepal. [Data Collection]

Hafner, S., Zhao, Q. , Alugbin, B., Baruwa, K., Cheruiyot, C., Sa'adu Da'u, S., Du, X., Elias, P., Elsey, H., Engstrom, R., Girgin, S., Pajarito Grajales, D. F. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyamby, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Pereira, Colombia. [Data Collection]

urban deprivation

Hafner, S., Zhao, Q. , Alugbin, B., Baruwa, K., Cheruiyot, C., Sa'adu Da'u, S., Du, X., Elias, P., Elsey, H., Engstrom, R., Girgin, S., Pajarito Grajales, D. F. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyamby, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Kathmandu, Nepal. [Data Collection]

Hafner, S., Zhao, Q. , Alugbin, B., Baruwa, K., Cheruiyot, C., Sa'adu Da'u, S., Du, X., Elias, P., Elsey, H., Engstrom, R., Girgin, S., Pajarito Grajales, D. F. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyamby, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Pereira, Colombia. [Data Collection]