See also my Google Scholar profile and CV.
In preparation
Murayama, H., Noda, E., Chong, T., Druckenmiller, H., Ferguson, J., Greenhill, S., Hsiang, S., Ilin, C., Kee, T., Madestam, A., Nordfors, N., Tompsett, A., Wang, S. Developing high resolution, historical land cover maps in Africa using deep learning and an aerial photography archive.
Murayama, H., Wang, S., Sherman, L., Cohen, R., Hsiang, S. Parameterizing deep learning for carbon dioxide emission quantification for power plants.
In review
Proctor, J., Carleton, T., Chong, T., Fransen, T., Greenhill, S., Katz, J., Murayama, H., Sherman, L., Tseng, J., Druckenmiller, H., Hsiang, S. A global evaluation of machine learning with satellite imagery for measuring ground conditions. NBER working paper.
Baldassare, B., Lute, A., Murayama, H., Kingdon, C., Schwalm, C. Even small companies can save lives by reducing emissions.
Published
Brumberg, H., Dee, L., Murayama, H., Barrientos, J.J.A., Bessesen, B., Bouffard, M.G., Burgess, M.G., Cortés, J., Furey, S., Hernández, N., Luger, A.M., Madden, M., Pauline, E., Schmitt, R.J.P., Siegel, K.J., Vargas-Araya, L., Whitworth, A., Newton, P. (2026). Riparian vegetation reduces coastal turbidity. Communications Sustainability.
Brumberg, H., Furey, S., Bouffard, M.G., Mata Quirós, M.J., Murayama, H., Neyestani, S., Pauline, E., Whitworth, A., Madden, M. (2024). Increasing forest cover and connectivity both inside and outside of Protected Areas in southwestern Costa Rica. Remote Sensing.
Decter-Frain, A., Sachdeva, P., Collingwood, L., Burke, J., Murayama, H., Barreto, M., … Zingher, J. (2023). Comparing methods for estimating demographics in racially polarized voting analyses. Sociological Methods & Research.
Tsao, L.H., Shepardson-Fungairiño, S., Murayama, H., Cecere, A., Wren, E., Núñez, M. (2022). Assessing the potential for DNA quadruplex formation in the predatory bacterium Bdellovibrio bacteriovorus. Biochemistry.
Figueroa, C., Murayama, H., Amorim, P.C., White, A., Quiteri, A., Luo, T., Aguilera, A., Smith, A.D.R., Lyles, C.R., Robinson, V., von Vacano, C. (2022). Applying the digital health social justice guide. Frontiers in Digital Health.