Data sets
COSMIC Data Analysis and Archive Center
CDAAC
https://cdaac-www.cosmic.ucar.edu/
ERA5 monthly averaged data on pressure levels from 1979 to present
H. Hersbach, B. Bell, P. Berrisford, G. Biavati, A. Horányi, J. Muñoz Sabater, J. Nicolas, C. Peubey, R. Radu, I. Rozum, D. Schepers, A. Simmons, C. Soci, D. Dee, and J.-N. Thépaut
https://doi.org/10.24381/cds.6860a573
ERA5 monthly averaged data on single levels from 1979 to present
H. Hersbach, B. Bell, P. Berrisford, G. Biavati, A. Horányi, J.
Muñoz Sabater, J. Nicolas, C. Peubey, R. Radu, I. Rozum, D.
Schepers, A. Simmons, C. Soci, D. Dee, and J.-N. Thépaut
https://doi.org/10.24381/cds.f17050d7
MERRA-2 instM_2d_asm_Nx: 2d, Monthly mean, Single-Level, Assimilation, Single-Level Diagnostics V5.12.4
GMAO (Global Modeling and Assimilation Office)
https://doi.org/10.5067/5ESKGQTZG7FO
Aqua/AIRS L3 Monthly Standard Physical Retrieval (AIRS-only) 1 ◦ ×1 ◦ V7.0
AIRS project
https://doi.org/10.5067/UBENJB9D3T2H
Aqua/AIRS L3 Monthly Standard Physical Retrieval (AIRS+AMSU) 1 ◦ ×1 ◦ V7.0
AIRS project
https://doi.org/10.5067/KUC55JEVO1SR
Carbon-Tracker CT2019B
A. R. Jacobson, K. N. Schuldt, J. B. Miller, T. Oda, P. Tans, A. Andrews, J. Mund, L. Ott, G. J. Collatz, T. Aalto, S. Afshar,
K. Aikin, S. Aoki, F. Apadula, B. Baier, P. Bergamaschi, A. Beyersdorf, S. C. Biraud, A. Bollenbacher, D. Bowling, G. Brailsford, J. B. Abshire, G. Chen, H. Chen, L. Chmura, Sites Climadat., A. Colomb, S. Conil, A. Cox, P. Cristofanelli, E. Cuevas, R. Curcoll, C. D. Sloop, K. Davis, S. D. Wekker, M. Delmotte, J. P. DiGangi, E. Dlugokencky, J. Ehleringer, J. W. Elkins, L. Emmenegger, M. L. Fischer, G. Forster, A. Frumau, M. Galkowski, L. V. Gatti, E. Gloor, T. Griffis, S. Hammer, L. Haszpra, J. Hatakka, M. Heliasz, A. Hensen, O. Hermanssen, E. Hintsa, J. Holst, D. Jaffe, A. Karion, S. R. Kawa, R. Keeling, P. Keronen, P. Kolari, K. Kominkova, E. Kort, P. Krummel, D. Kubistin, C. Labuschagne, R. Langenfelds, O. Laurent, T. Laurila, T. Lauvaux, B. Law, J. Lee, I. Lehner, M. Leuenberger, I. Levin, J. Levula, J. Lin, M. Lindauer, Z. Loh,
M. Lopez, I. T. Luijkx, C. Lund Myhre, T. Machida, I. Mammarella, G. Manca, A. Manning, A. Manning, M. V. Marek, P. Marklund, M. Y. Martin, H. Matsueda, K. McKain, H. Meijer, F. Meinhardt, N. Miles, C. E. Miller, M. Molder, S. Montzka, F. Moore, J.-A. Morgui, S. Morimoto, B. Munger, J. Necki, S. Newman, S. Nichol, Y. Niwa, S. ODoherty, M. Ottosson-Lofvenius, B. Paplawsky, J. Peischl, O. Peltola, J.-M. Pichon, S. Piper, C. Plass-Dolmer, M. Ramonet, E. Reyes-Sanchez, S. Richardson, H. Riris, T. Ryerson, K. Saito, M. Sargent, M. Sasakawa, Y. Sawa, D. Say, B. Scheeren, M. Schmidt, A. Schmidt, M. Schumacher, P. Shepson, M. Shook, K. Stanley, M. Steinbacher, B. Stephens, C. Sweeney, K. Thoning, M.
Torn, J. Turnbull, K. Tørseth, P. V. D. Bulk, D. V. Dinther, A. Vermeulen, B. Viner, G. Vitkova, S. Walker, D. Weyrauch, S. Wofsy, D. Worthy, D. Young, and M. Zimnoch
https://doi.org/10.25925/20201008
Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Version 2.3 (Monthly)
R. Adler, J. Wang, M. Sapiano, G. Huffman, L. Chiu, P. Xie, R. Ferraro, U. Schneider, A. Becker, D. Bolvin, E. Nelkin, G. Gu, and NOAA CDR Program
https://doi.org/10.7289/V56971M6
Version 4 of the CRU TS monthly high-resolution gridded multivariate climate dataset (https://crudata.uea.ac.uk/cru/data/hrg/)
I. Harris, T. J. Osborn, P. Jones, and D. Lister
https://doi.org/10.1038/s41597-020-0453-3
A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index (https://cran.r-project.org/web/packages/SPEI)
S. M. Vicente-Serrano, S. Beguería, and J. I. López-Moreno
https://doi.org/10.1175/2009jcli2909.1
Standardized precipitation evapotranspiration index (SPEI) revisited: parameter fitting, evapotranspiration models, tools, datasets and drought monitoring (https://cran.r-project.org/web/packages/SPEI)
S. Beguería, S. M. Vicente-Serrano, F. Reig, and B. Latorre
https://doi.org/10.1002/joc.3887