netcdf Temperature_monthly { dimensions: latitude = 195 ; longitude = 462 ; time = 12 ; variables: float latitude(latitude) ; latitude:_FillValue = -9999.f ; latitude:units = "degrees_north" ; latitude:standard_name = "latitude" ; latitude:axis = "Y" ; float longitude(longitude) ; longitude:_FillValue = -9999.f ; longitude:units = "degrees_east" ; longitude:standard_name = "longitude" ; longitude:axis = "X" ; int time(time) ; time:_FillValue = -9999 ; time:standard_name = "time" ; time:calendar = "gregorian" ; time:time_step = "Month" ; time:units = "Month of the year" ; time:axis = "T" ; int crs ; crs:grid_mapping_name = "latitude_longitude" ; crs:crs_wkt = "GEOGCS[\'GCS_WGS_1984\',DATUM[\'D_WGS_1984\',SPHEROID[\'WGS_1984\',6378137.0,298.257223563]],PRIMEM[\'Greenwich\',0.0],UNIT[\'Degree\',0.0174532925199433]]" ; float mean(time, latitude, longitude) ; mean:_FillValue = -9999.f ; mean:units = "k" ; mean:long_name = "monthly mean" ; mean:param_short_name = "TMP2m" ; mean:grid_mapping = "crs" ; mean:comment = "Mean value of the month of the of the year" ; mean:param_name = "2-m above ground temperature" ; float sd(time, latitude, longitude) ; sd:_FillValue = -9999.f ; sd:units = "k" ; sd:long_name = "monthly standard deviation" ; sd:param_short_name = "TMP2m" ; sd:grid_mapping = "crs" ; sd:comment = "Standard deviation of the month of the year" ; sd:param_name = "2-m above ground temperature" ; float min(time, latitude, longitude) ; min:_FillValue = -9999.f ; min:units = "k" ; min:long_name = "minimum" ; min:param_short_name = "TMP2m" ; min:grid_mapping = "crs" ; min:comment = "Minimum value of the month of the year" ; min:param_name = "2-m above ground temperature" ; float max(time, latitude, longitude) ; max:_FillValue = -9999.f ; max:units = "k" ; max:long_name = "maximum" ; max:param_short_name = "TMP2m" ; max:grid_mapping = "crs" ; max:comment = "Maximum value of the month of the year" ; max:param_name = "2-m above ground temperature" ; float p05(time, latitude, longitude) ; p05:_FillValue = -9999.f ; p05:units = "k" ; p05:long_name = "0.05 percentile" ; p05:param_short_name = "TMP2m" ; p05:grid_mapping = "crs" ; p05:comment = "0.05 percentile of the month of the year" ; p05:param_name = "2-m above ground temperature" ; float p10(time, latitude, longitude) ; p10:_FillValue = -9999.f ; p10:units = "k" ; p10:long_name = "0.10 percentile" ; p10:param_short_name = "TMP2m" ; p10:grid_mapping = "crs" ; p10:comment = "0.10 percentile of the month of the year" ; p10:param_name = "2-m above ground temperature" ; float p15(time, latitude, longitude) ; p15:_FillValue = -9999.f ; p15:units = "k" ; p15:long_name = "0.15 percentile" ; p15:param_short_name = "TMP2m" ; p15:grid_mapping = "crs" ; p15:comment = "0.15 percentile of the month of the year" ; p15:param_name = "2-m above ground temperature" ; float p20(time, latitude, longitude) ; p20:_FillValue = -9999.f ; p20:units = "k" ; p20:long_name = "0.20 percentile" ; p20:param_short_name = "TMP2m" ; p20:grid_mapping = "crs" ; p20:comment = "0.20 percentile of the month of the year" ; p20:param_name = "2-m above ground temperature" ; float p25(time, latitude, longitude) ; p25:_FillValue = -9999.f ; p25:units = "k" ; p25:long_name = "0.25 percentile" ; p25:param_short_name = "TMP2m" ; p25:grid_mapping = "crs" ; p25:comment = "0.25 percentile of the month of the year" ; p25:param_name = "2-m above ground temperature" ; float p30(time, latitude, longitude) ; p30:_FillValue = -9999.f ; p30:units = "k" ; p30:long_name = "0.30 percentile" ; p30:param_short_name = "TMP2m" ; p30:grid_mapping = "crs" ; p30:comment = "0.30 percentile of the month of the year" ; p30:param_name = "2-m above ground temperature" ; float p35(time, latitude, longitude) ; p35:_FillValue = -9999.f ; p35:units = "k" ; p35:long_name = "0.35 percentile" ; p35:param_short_name = "TMP2m" ; p35:grid_mapping = "crs" ; p35:comment = "0.35 percentile of the month of the year" ; p35:param_name = "2-m above ground temperature" ; float p40(time, latitude, longitude) ; p40:_FillValue = -9999.f ; p40:units = "k" ; p40:long_name = "0.40 percentile" ; p40:param_short_name = "TMP2m" ; p40:grid_mapping = "crs" ; p40:comment = "0.40 percentile of the month of the year" ; p40:param_name = "2-m above ground temperature" ; float p45(time, latitude, longitude) ; p45:_FillValue = -9999.f ; p45:units = "k" ; p45:long_name = "0.45 percentile" ; p45:param_short_name = "TMP2m" ; p45:grid_mapping = "crs" ; p45:comment = "0.45 percentile of the month of the year" ; p45:param_name = "2-m above ground temperature" ; float p50(time, latitude, longitude) ; p50:_FillValue = -9999.f ; p50:units = "k" ; p50:long_name = "0.50 percentile" ; p50:param_short_name = "TMP2m" ; p50:grid_mapping = "crs" ; p50:comment = "0.50 percentile of the month of the year" ; p50:param_name = "2-m above ground temperature" ; float p55(time, latitude, longitude) ; p55:_FillValue = -9999.f ; p55:units = "k" ; p55:long_name = "0.55 percentile" ; p55:param_short_name = "TMP2m" ; p55:grid_mapping = "crs" ; p55:comment = "0.55 percentile of the month of the year" ; p55:param_name = "2-m above ground temperature" ; float p60(time, latitude, longitude) ; p60:_FillValue = -9999.f ; p60:units = "k" ; p60:long_name = "0.60 percentile" ; p60:param_short_name = "TMP2m" ; p60:grid_mapping = "crs" ; p60:comment = "0.60 percentile of the month of the year" ; p60:param_name = "2-m above ground temperature" ; float p65(time, latitude, longitude) ; p65:_FillValue = -9999.f ; p65:units = "k" ; p65:long_name = "0.65 percentile" ; p65:param_short_name = "TMP2m" ; p65:grid_mapping = "crs" ; p65:comment = "0.65 percentile of the month of the year" ; p65:param_name = "2-m above ground temperature" ; float p70(time, latitude, longitude) ; p70:_FillValue = -9999.f ; p70:units = "k" ; p70:long_name = "0.70 percentile" ; p70:param_short_name = "TMP2m" ; p70:grid_mapping = "crs" ; p70:comment = "0.70 percentile of the month of the year" ; p70:param_name = "2-m above ground temperature" ; float p75(time, latitude, longitude) ; p75:_FillValue = -9999.f ; p75:units = "k" ; p75:long_name = "0.75 percentile" ; p75:param_short_name = "TMP2m" ; p75:grid_mapping = "crs" ; p75:comment = "0.75 percentile of the month of the year" ; p75:param_name = "2-m above ground temperature" ; float p80(time, latitude, longitude) ; p80:_FillValue = -9999.f ; p80:units = "k" ; p80:long_name = "0.80 percentile" ; p80:param_short_name = "TMP2m" ; p80:grid_mapping = "crs" ; p80:comment = "0.80 percentile of the month of the year" ; p80:param_name = "2-m above ground temperature" ; float p85(time, latitude, longitude) ; p85:_FillValue = -9999.f ; p85:units = "k" ; p85:long_name = "0.85 percentile" ; p85:param_short_name = "TMP2m" ; p85:grid_mapping = "crs" ; p85:comment = "0.85 percentile of the month of the year" ; p85:param_name = "2-m above ground temperature" ; float p90(time, latitude, longitude) ; p90:_FillValue = -9999.f ; p90:units = "k" ; p90:long_name = "0.90 percentile" ; p90:param_short_name = "TMP2m" ; p90:grid_mapping = "crs" ; p90:comment = "0.90 percentile of the month of the year" ; p90:param_name = "2-m above ground temperature" ; float p95(time, latitude, longitude) ; p95:_FillValue = -9999.f ; p95:units = "k" ; p95:long_name = "0.95 percentile" ; p95:param_short_name = "TMP2m" ; p95:grid_mapping = "crs" ; p95:comment = "0.95 percentile of the month of the year" ; p95:param_name = "2-m above ground temperature" ; float p_value(time, latitude, longitude) ; p_value:_FillValue = -9999.f ; p_value:units = "-" ; p_value:long_name = "p-value" ; p_value:param_short_name = "TMP2m" ; p_value:param_name = "TMP2m" ; p_value:grid_mapping = "crs" ; p_value:comment = "P-value of the Kolmogorov-Smirnov goodness-of-fit test for a normal theoretical distribution" ; // global attributes: :creator_name = "Gonzalo E. Espinoza-Dávalos" ; :creator_email = "gespinoza@utexas.edu" ; :creator_url = "gespinoza.org" ; :keywords = "nldas, land-surface models, temperature" ; :license = "This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License. https://creativecommons.org/licenses/by-nc/4.0/" ; :references = "Espinoza-Dávalos, G. E. (2016). Large-scale statistical analysis of NLDAS variables and hydrologic web applications. The University of Texas at Austin. Retrieved from http://hdl.handle.net/2152/39608; Espinoza-Dávalos, G. E., Arctur, D. K., Teng, W., Maidment, D. R., García-Martí, I., & Comair, G. (2016). Studying soil moisture at a national level through statistical analysis of NASA NLDAS data. Journal of Hydroinformatics, 18(2), 277–287. http://doi.org/10.2166/hydro.2015.231" ; :source = "NLDAS-2" ; :time_coverage_start = "1979-01-02" ; :time_coverage_end = "2013-12-31" ; :geospatial_lat_min = 25.125 ; :geospatial_lat_max = 49.5 ; :geospatial_lon_max = -67. ; :geospatial_lon_min = -124.75 ; :contributor_name = "" ; :title = "Spatial-temporal statistics of monthly temperature data from the NLDAS model (1979-2013)" ; :summary = "The data set contains the monthly statistics for the TMP2m variable (2-m above ground temperature) of the North American Land Data Assimilation System Version 2 (NLDAS-2) model. The period of analysis is from 1979-01-02 to 2013-12-31. The statistics for each calendar month are the mean, standard deviation, minimum, maximum, and percentiles in 0.05 interval. The data set also includes a p-value per calendar month of the Kolmogorov-Smirnov (KS) test. The p-value of the KS test shows if the computed empirical cumulative distribution function (CDF) comes from a fitted normal distribution" ; :authors_names = "Gonzalo E. Espinoza-Dávalos, David Maidment, David K. Arctur, William Teng, Georges Comair" ; :authors_organizations = "UNESCO-IHE Institute for Water Education, The University of Texas at Austin, The University of Texas at Austin, NASA Goddard Earth Sciences Data and Information Services Center (ADNET Systems), World Bank" ; }