Abuja

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Abuja, Nigeria. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Abuja, Nigeria. [Data Collection]

Accessibility

Sebastian, H., 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2026) Road Access Deprivation Modelled Dataset in Kano, Nigeria. [Data Collection]

Accra

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Accra, Ghana. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F., Shonowo, O. , Thomson, D., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Accra, Ghana. [Data Collection]

Beira

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Beira, Mozambique. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, A., Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Beira, Mozambique. [Data Collection]

Colombia

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Pasto, Colombia. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Pereira, Colombia. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Pasto, Colombia. [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]

Ghana

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Accra, Ghana. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F., Shonowo, O. , Thomson, D., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Accra, Ghana. [Data Collection]

IDEAMAPS

Sebastian, H., 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2026) Road Access Deprivation Modelled Dataset in Kano, Nigeria. [Data Collection]

Sebastian, H., 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2026) Road Access Deprivation Modelled Dataset in Nairobi, Kenya. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Pasto, Colombia. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Pereira, Colombia. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Kathmandu, Nepal. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Abuja, Nigeria. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Accra, Ghana. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Beira, Mozambique. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Kisumu, Kenya. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F., Shonowo, O. , Thomson, D., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Accra, Ghana. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F., Shonowo, O. , Thomson, D., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Kisumu, Kenya. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, A., Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Beira, Mozambique. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Abuja, Nigeria. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Lagos, Nigeria. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Pasto, Colombia. [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 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

Sebastian, H., 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2026) Road 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]

Kenya

Sebastian, H., 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2026) Road Access Deprivation Modelled Dataset in Nairobi, Kenya. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Kisumu, Kenya. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F., Shonowo, O. , Thomson, D., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Kisumu, Kenya. [Data Collection]

Kisumu

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Kisumu, Kenya. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F., Shonowo, O. , Thomson, D., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Kisumu, Kenya. [Data Collection]

Lagos

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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Lagos, Nigeria. [Data Collection]

morphological informality

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Pasto, Colombia. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Pereira, Colombia. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Kathmandu, Nepal. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Abuja, Nigeria. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Accra, Ghana. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Beira, Mozambique. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Kisumu, Kenya. [Data Collection]

Mozambique

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Beira, Mozambique. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, A., Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Beira, Mozambique. [Data Collection]

Nairobi

Sebastian, H., 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2026) Road Access Deprivation Modelled Dataset in Nairobi, Kenya. [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]

Nigeria

Sebastian, H., 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2026) Road Access Deprivation Modelled Dataset in Kano, Nigeria. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Abuja, Nigeria. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Abuja, Nigeria. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Lagos, Nigeria. [Data Collection]

Participatory Mapping

Sebastian, H., 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2026) Road Access Deprivation Modelled Dataset in Kano, Nigeria. [Data Collection]

Sebastian, H., 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2026) Road Access Deprivation Modelled Dataset in Nairobi, Kenya. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Pasto, Colombia. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Pereira, Colombia. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Kathmandu, Nepal. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Abuja, Nigeria. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Accra, Ghana. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Beira, Mozambique. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Kisumu, Kenya. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F., Shonowo, O. , Thomson, D., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Accra, Ghana. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F., Shonowo, O. , Thomson, D., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Kisumu, Kenya. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, A., Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Beira, Mozambique. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Abuja, Nigeria. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Lagos, Nigeria. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Pasto, Colombia. [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 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

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Pasto, Colombia. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Pereira, Colombia. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Pasto, 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]

Road Accessibility

Sebastian, H., 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2026) Road Access Deprivation Modelled Dataset in Nairobi, Kenya. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F., Shonowo, O. , Thomson, D., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Accra, Ghana. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F., Shonowo, O. , Thomson, D., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Kisumu, Kenya. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, A., Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Beira, Mozambique. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Abuja, Nigeria. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Lagos, Nigeria. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Pasto, Colombia. [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 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

Sebastian, H., 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2026) Road Access Deprivation Modelled Dataset in Nairobi, Kenya. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Pasto, Colombia. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Pereira, Colombia. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Kathmandu, Nepal. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, A., Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Abuja, Nigeria. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Accra, Ghana. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Beira, Mozambique. [Data Collection]

Hafner, S., Zhao, Q. , Abascal, A., Comerio de Paulo, M., Tregonning, G., Middleton, A., Shonowo, O. , Kuffer, M., Engstrom, R., Thomson, D. R., Onyambu, F. C., Kabaria, C., Elias, P., Odulana, O., Alugbin, B., Baruwa, K., Zhu, M. and Porto de Albuquerque, J. (2025) Morphological Informality Modelled Dataset in Kisumu, Kenya. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F., Shonowo, O. , Thomson, D., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Accra, Ghana. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F., Shonowo, O. , Thomson, D., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Kisumu, Kenya. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, A., Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Beira, Mozambique. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Abuja, Nigeria. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Lagos, Nigeria. [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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2025) Road Access Deprivation Modelled Dataset in Pasto, Colombia. [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 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 Road

Sebastian, H., 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. , Judith, E., Kabaria, C., Kuffer, M., Oluwatoyin, O., Onyambu, F. C., Shonowo, O. , Thomson, D. R., Zhu, M. and Porto de Albuquerque, J. (2026) Road Access Deprivation Modelled Dataset in Kano, Nigeria. [Data Collection]