Dataset Open Access

A spatiotemporal reconstruction of daily ambient temperature using satellite data in the Megalopolis of Central Mexico from 2003–2019

Gutiérrez-Avila, Ivan; Arfer, Kodi B.; Wong, Sandy; Rush, Johnathan; Kloog, Itai; Just, Allan C.

In this project, we built a model to predict the mean, maximum, and minimum temperature on each day at each square in a 1-km grid for an area around Mexico City.

See the README at https://github.com/justlab/Mexico_temperature/blob/master/README.rst for more information and instructions, or see the publication at:

Gutiérrez-Avila, I., Arfer, K. B., Wong, S., Rush, J., Kloog, I., & Just, A. C. (2021). A spatiotemporal reconstruction of daily ambient temperature using satellite data in the Megalopolis of Central Mexico from 2003–2019. International Journal of Climatology, 41, 4095–4111. doi:10.1002/joc.7060

Files (9.3 GB)
Name Size
geography.tar.gz
md5:537adf40a3e332b2c393435bf0ca0a91
54.5 MB Download
ground.json.gz
md5:0a57083980d2ca66a78a641a4b6115f8
5.7 MB Download
manuscript_code_bits.txt
md5:382a0615454a606ec3f49a75677d7e80
25.9 kB Download
master_grid.h5
md5:3b1f3150151cdd0e2b904432fe2d968b
3.2 MB Download
notebook.html
md5:4ba2eb386761e603d852f285af93507f
516.3 kB Download
predictions_2003.h5
md5:fbc9feff758fbc384e950476d9ee9d1c
37.2 MB Download
predictions_2004.h5
md5:e970bfd4bb1ba2cea9145ebcf64bd62f
37.3 MB Download
predictions_2005.h5
md5:4961ee72685df351acea544a14d6ca04
37.0 MB Download
predictions_2006.h5
md5:90cf7c06739a8326aac432c9be5f830c
37.2 MB Download
predictions_2007.h5
md5:04b77cf3079de6fad0bddc8a8d79728a
37.4 MB Download
predictions_2008.h5
md5:17c490689f20bf91a02571256d7bac35
37.7 MB Download
predictions_2009.h5
md5:7c9303521afaf499dc521e1f526e73d9
37.8 MB Download
predictions_2010.h5
md5:3ca749ac8d5ab48c073663f3b95614dc
37.6 MB Download
predictions_2011.h5
md5:8f900ee780e8b27647b1bb9971e53905
37.8 MB Download
predictions_2012.h5
md5:f7b7a57d3c6beed85d172c3c362dab88
37.0 MB Download
predictions_2013.h5
md5:1d34e961e3cb2556eecc31ac0fbdf0aa
37.5 MB Download
predictions_2014.h5
md5:93ac9ecb1e4a08d1dc5453f819a3d061
37.4 MB Download
predictions_2015.h5
md5:ab82409e388a2a95b4f51562bfad64cf
37.3 MB Download
predictions_2016.h5
md5:7ee8ef0ecfcb8591d85182208ed08c06
37.7 MB Download
predictions_2017.h5
md5:0a040d4d42e5cd6ca04292586c0d0b39
37.8 MB Download
predictions_2018.h5
md5:477dd8144919ce8908e359c45bd4925f
37.4 MB Download
predictions_2019.h5
md5:251a4647ef3bc523916c17b10fefe994
37.7 MB Download
stations.tar.gz
md5:46d4be0ec6747af0b40aa4f51b83bf1e
8.6 GB Download
651
266
views
downloads
All versions This version
Views 65183
Downloads 26611
Data volume 122.6 GB104.7 MB
Unique views 50377
Unique downloads 15511

Share

Cite as