BioclimaMX Stations: Mexican Climate Station Records (CONAGUA), Augmented with NASA POWER
Authors/Creators
Description
Daily observations and published climatological normals from 5524 CONAGUA conventional weather stations across Mexico (Servicio Meteorológico Nacional, Normales Climatológicas archive, consulted 2026-09-16), augmented with the 31 NASA POWER reanalysis variables of each station's grid cell on the 0.5° × 0.625° (latitude × longitude) grid: meteorology from MERRA-2, the 10 solar, radiation, and cloud streams from CERES. Observed daily series (maximum and minimum temperature, precipitation, evaporation): 71469869 rows across 5524 stations, 1877-03-06 to 2026-09-11. Normals cover the 4 reference periods 1961-1990, 1971-2000, 1981-2010, and 1991-2020. POWER daily reanalysis: 10138632 rows across 609 grid cells, 1981-01-01 to 2026-07-31; POWER monthly climatology for 1981-2010 and 1991-2020. The deposit holds per-state and national archives in CSV, Parquet, JSON, and SQLite, the raw CONAGUA snapshot, a generated data dictionary, provenance manifests, and a QA report. The compilation is licensed CC BY 4.0; upstream data keep their own terms (see NOTICE).
Technical info
The deposit holds 79 files. Per state (32 states; the file prefix is the lowercase CONAGUA state code, e.g. bcs), two archives: <code>-tabular.zip (CSV and Parquet tables plus a SQLite extract of the state) and <code>-json.zip (per-station profile.json and daily.json). For the whole country: national-csv.zip, national-parquet.zip, national-json.zip, national-sqlite.zip (the full database) and conagua-raw-2026-09-16.zip (the raw CONAGUA snapshot, every fetched file verbatim).
Start with README.md (contents, layout, conventions, known limitations) and DATA-DICTIONARY.md (every column with its unit). NOTICE carries the upstream credits and the license scope, QA-REPORT.md the quality numbers, and CHECKSUMS and manifest.json the sha256 of every file.
Files
ags-json.zip
Files
(31.4 GB)
| Name | Size | |
|---|---|---|
|
md5:d526fc98a3500deafbf610c63985ecfe
|
95.4 MB | Preview Download |
|
md5:f8b8c89a8f13527915b7768ff4375b58
|
188.7 MB | Preview Download |
|
md5:de8bdd52674d8ca35eb7382c5aa314a7
|
110.6 MB | Preview Download |
|
md5:4ed64eae4c88c5efba989b896b325c13
|
305.2 MB | Preview Download |
|
md5:6b5a046d0e44c47a0055ab013dda41ad
|
190.1 MB | Preview Download |
|
md5:1f6718599bb62e094f4d128b61f8437a
|
435.8 MB | Preview Download |
|
md5:7cb4e601618f7bbc065b687815297ead
|
79.8 MB | Preview Download |
|
md5:280d0f1927e759f7645944265f2695ee
|
224.3 MB | Preview Download |
|
md5:8ff10f17598c43e6907702fffa08045f
|
6.3 kB | Download |
|
md5:490c9e75c2c4ea1f2b625038bc8b41f8
|
111.5 MB | Preview Download |
|
md5:11f4ba877384278093ef35bd9fc9fabd
|
478.9 MB | Preview Download |
|
md5:a21f3ab6d6022e50d81b014be90cca1b
|
247.0 MB | Preview Download |
|
md5:ea4ef68ad10f17e0bbd18c0904c20098
|
557.7 MB | Preview Download |
|
md5:9e805bdb114559d84942f8a97d15f4b6
|
1.7 kB | Download |
|
md5:f7d243de49f72e2cd21361b1e97121aa
|
113.8 MB | Preview Download |
|
md5:ab16c294fe9a9f68cef36810110976ff
|
327.8 MB | Preview Download |
|
md5:5c2b0ca621630d06e1017aa0c6d8b4fe
|
56.9 MB | Preview Download |
|
md5:7ca37e2e2dc8cf6a23366e15a734c27d
|
120.7 MB | Preview Download |
|
md5:2e8e860f2a1660a56191357e2b5dc537
|
450.9 MB | Preview Download |
|
md5:6ba07e03e30e7a189fda22ddee7c2238
|
201.7 kB | Preview Download |
|
md5:b388daca17dea70ceb31cba442b21d6e
|
83.3 kB | Preview Download |
|
md5:2d22386669eefac63fbb742f3e6adbc8
|
33.5 MB | Preview Download |
|
md5:37d293740e7ef64d67cf3deee68f29e5
|
78.8 MB | Preview Download |
|
md5:f48bf44751f9622900ebba4799be795a
|
156.0 MB | Preview Download |
|
md5:62ef77baf678f9da1f98a373e9570b44
|
415.6 MB | Preview Download |
|
md5:e761022db09e9607f9d70221e6d2839e
|
232.6 MB | Preview Download |
|
md5:4ad94d4e495d9cac439544faf3e115ac
|
500.4 MB | Preview Download |
|
md5:e18cbd0e32adf3ad178c6382d61c6539
|
177.6 MB | Preview Download |
|
md5:cf563725dabdcddab8834050d3300a80
|
361.8 MB | Preview Download |
|
md5:c849d57f8a4b0aeb50e3257667c324d6
|
142.7 MB | Preview Download |
|
md5:e876710b03647169b56522b142134d65
|
299.7 MB | Preview Download |
|
md5:5f99b702412a8c7bdd1c7d510ceaad30
|
226.3 MB | Preview Download |
|
md5:f685da64cfcaef029237c25bce2aab52
|
544.8 MB | Preview Download |
|
md5:2ab724713fdaf49e4523c4503bfd068d
|
18.7 kB | Download |
|
md5:832e9c962c86536ef785328661f77552
|
38.8 kB | Preview Download |
|
md5:bfe75161942b4afb45506a24443f6de3
|
309.2 MB | Preview Download |
|
md5:49088ca0721d25ba46de92decfcab504
|
576.5 MB | Preview Download |
|
md5:0d85aec2cb771b68f97760453f16801a
|
179.1 MB | Preview Download |
|
md5:d26f2c6428e065342cb52027908c53d4
|
437.8 MB | Preview Download |
|
md5:5793075f11d2ed7d0a14ae2c138d8f47
|
92.6 MB | Preview Download |
|
md5:7680db291b0c629af3030c0d835495bc
|
175.2 MB | Preview Download |
|
md5:e38ae5cee61ebe44984d33139d0de004
|
4.4 GB | Preview Download |
|
md5:abb0ffa4af76e54eb417d0631b3b1fc4
|
4.7 GB | Preview Download |
|
md5:253571bd283c208ce8a103dac893f13f
|
3.7 GB | Preview Download |
|
md5:a9aecfe744dde5ed75cb5636db087c42
|
2.3 GB | Preview Download |
|
md5:fb78e64dc886bcf782ee0a5dacbcd8da
|
58.8 MB | Preview Download |
|
md5:04f46708043388be6c29f0b60d778937
|
164.4 MB | Preview Download |
|
md5:1ae43a45dc92b00d43d4e00c607442aa
|
174.1 MB | Preview Download |
|
md5:e4fa615f0c1f1118672f118d2aba5ae3
|
396.0 MB | Preview Download |
|
md5:d28530ad10fb86608db54e75ab365bee
|
5.9 kB | Download |
|
md5:91181261a45117a813f50b543218376a
|
206.1 MB | Preview Download |
|
md5:05333a0855904d8fa3b9328ceb3a1453
|
504.7 MB | Preview Download |
|
md5:8e9d6816a0d81036b2ac73a2a17dbc36
|
166.8 MB | Preview Download |
|
md5:1cb272215d757349b63603b8923a25bc
|
364.5 MB | Preview Download |
|
md5:07d83dbebe58ed2b3b42435ce9c0f88d
|
10.4 kB | Preview Download |
|
md5:3ff9ff82510b1b1f71365665e2665b08
|
57.1 MB | Preview Download |
|
md5:c5aefd7db21cd8c6d49c41c5ad52d37e
|
130.0 MB | Preview Download |
|
md5:52f7bfa5b32333d55f4d6ba5931188fc
|
61.8 MB | Preview Download |
|
md5:4834274aabc8c406ec93eaf821bde06d
|
170.8 MB | Preview Download |
|
md5:17e8f02f244708294bee076de24803ec
|
25.6 kB | Preview Download |
|
md5:11ffe238dba60593a4919ff145a191d1
|
94.5 MB | Preview Download |
|
md5:2b69a828b87c2edd086a40b11fb2c17e
|
266.1 MB | Preview Download |
|
md5:118738fb5a42350251f1254134ef6639
|
233.1 MB | Preview Download |
|
md5:1cbf138ed29eeb2be2fe3ce8f9e0acc8
|
501.8 MB | Preview Download |
|
md5:9ab7124fd6dbc8bd6348047773db721d
|
210.9 MB | Preview Download |
|
md5:26451ae3d61b387e884a7c5197d37ab2
|
594.9 MB | Preview Download |
|
md5:c0a8d54c47d636b48de266ebe64c07b4
|
73.6 MB | Preview Download |
|
md5:0a6b349d98a8ad89672d03a91603552f
|
178.5 MB | Preview Download |
|
md5:89c6bc25d5614701f5e9991b688ca429
|
214.9 MB | Preview Download |
|
md5:4a5153aeab10d3c9c81e7b7f98002e1e
|
483.4 MB | Preview Download |
|
md5:e20ad216a306add2ecdd6e2b53b2057d
|
50.3 MB | Preview Download |
|
md5:304fd1a57d4d3d10db42dc60e642e9ae
|
99.9 MB | Preview Download |
|
md5:21b66050774d04a37e370cb14d7eda2c
|
239.3 MB | Preview Download |
|
md5:d0ca80fca1d927727e114d9c322955dc
|
588.5 MB | Preview Download |
|
md5:68d7b31f10e563d563ea8711f737c2c1
|
103.2 MB | Preview Download |
|
md5:5982ababe1ff30c4f27e5097b8eb49f0
|
237.7 MB | Preview Download |
|
md5:3190127c499493c6c67c4815b764a245
|
170.5 MB | Preview Download |
|
md5:f6c462e0324aeb04ca382fbdacf98a4c
|
421.0 MB | Preview Download |
|
md5:b2203346e95f852f9f2cb391053f182b
|
1.8 kB | Preview Download |
Additional details
Related works
- Is compiled by
- Software: https://github.com/bioclimamx/conagua-etl/releases/tag/v0.1.1 (URL)
- Is derived from
- Dataset: https://smn.conagua.gob.mx/es/climatologia/informacion-climatologica/normales-climatologicas-por-estado (URL)
- Dataset: https://power.larc.nasa.gov/ (URL)
Dates
- Collected
-
1877-03-06/2026-09-11Observed daily series (CONAGUA/SMN stations)
- Other
-
2026-09-16CONAGUA/SMN source consulted (snapshot date)
References
- Normales Climatológicas por Estado, CONAGUA-SMN; https://smn.conagua.gob.mx/es/climatologia/informacion-climatologica/normales-climatologicas-por-estado; 2026-09-16.
- The data was obtained from National Aeronautics and Space Administration (NASA) Langley Research Center's Prediction Of Worldwide Energy Resources (POWER) project funded through the NASA Earth Science Division. Daily and Monthly data accessed 2026-09-17 and 2026-09-18. https://power.larc.nasa.gov/
- World Meteorological Organization (2017). WMO Guidelines on the Calculation of Climate Normals (WMO-No. 1203). Geneva: WMO.