From a4a13db6dbd67852967ef37eead3b4c3443b9267 Mon Sep 17 00:00:00 2001 From: Fabian Pedregosa <fabian.pedregosa@inria.fr> Date: Wed, 6 Jan 2010 09:27:50 +0000 Subject: [PATCH] Added the narr module to load NCEP NARR data sets (reanalysis of around 190 variables). Depends on pydap. From: dhuard <dhuard@cb17146a-f446-4be1-a4f7-bd7c5bb65646> git-svn-id: https://scikit-learn.svn.sourceforge.net/svnroot/scikit-learn/trunk@248 22fbfee3-77ab-4535-9bad-27d1bd3bc7d8 --- scikits/learn/datasets/narr/__init__.py | 8 + scikits/learn/datasets/narr/data.py | 182 ++++++++++++++++++ .../narr/doc/narr_data_documentation.pdf | Bin 0 -> 60799 bytes scikits/learn/datasets/narr/doc/overview.pdf | Bin 0 -> 10031 bytes scikits/learn/datasets/setup.py | 2 + 5 files changed, 192 insertions(+) create mode 100644 scikits/learn/datasets/narr/__init__.py create mode 100644 scikits/learn/datasets/narr/data.py create mode 100644 scikits/learn/datasets/narr/doc/narr_data_documentation.pdf create mode 100644 scikits/learn/datasets/narr/doc/overview.pdf diff --git a/scikits/learn/datasets/narr/__init__.py b/scikits/learn/datasets/narr/__init__.py new file mode 100644 index 0000000000..a60cd86263 --- /dev/null +++ b/scikits/learn/datasets/narr/__init__.py @@ -0,0 +1,8 @@ +#! /usr/bin/env python +# Last Change: Fri Jun 08 12:00 PM 2007 J +import data as _narr +__doc__ = _narr.DESCRLONG +copyright = _narr.COPYRIGHT +source = _narr.SOURCE + +load = _narr.load diff --git a/scikits/learn/datasets/narr/data.py b/scikits/learn/datasets/narr/data.py new file mode 100644 index 0000000000..d2a5e216ad --- /dev/null +++ b/scikits/learn/datasets/narr/data.py @@ -0,0 +1,182 @@ +""" +============= +NCEP NARR data sets +============= + +This module provides access to the National Center for Environment Prediction +(NCEP) North American Regional Reanalysis (NARR) data sets through the +Data Access Protocol (DAP). The documentation describing the data set +variables is included in the doc directory. + +See the `pydap home page`_ for information on the DAP client. + +.. _pydap home page: http://pydap.org/ +""" + +__docformat__ = 'restructuredtext' + +TITLE = "NCEP North American Regional Reanalysis (NARR)" + +COPYRIGHT = """The information on government servers are in the public domain, +unless specifically annotated otherwise, and may be used freely by the public so +long as you do not 1) claim it is your own (e.g. by claiming copyright for NWS +information -- see below), 2) use it in a manner that implies an endorsement +or affiliation with NOAA/NWS, or 3) modify it in content and then present it as +official government material. You also cannot present information of your own +in a way that makes it appear to be official government information.. + +The user assumes the entire risk related to its use of this data. NWS is +providing this data "as is," and NWS disclaims any and all warranties, whether +express or implied, including (without limitation) any implied warranties of +merchantability or fitness for a particular purpose. In no event will NWS be +liable to you or to any third party for any direct, indirect, incidental, +consequential, special or exemplary damages or lost profit resulting from any +use or misuse of this data. + +As required by 17 U.S.C. 403, third parties producing copyrighted works +consisting predominantly of the material appearing in NWS Web pages must +provide notice with such work(s) identifying the NWS material incorporated +and stating that such material is not subject to copyright protection.""" + +DISCLAIMER = """While every effort has been made to ensure that data are +accurate and reliable within the limits of the current state of +the art, NOAA cannot assume liability for any damages caused by +any errors or omissions in the data, nor as a result of the +failure of the data to function on a particular system. +NOAA makes no warranty, expressed or implied, nor does the fact +of distribution constitute such a warranty. +The data used to produce these analyses and forecasts has +undergone automated quality checks. +""" + +SOURCE = """National Centers for Environmental Prediction (NCEP) _`North American Regional Reanalysis (NARR)` _`NOMADS web interface`. + +.. __North American Regional Reanalysis (NARR): http://wwwt.emc.ncep.noaa.gov/mmb/rreanl/index.html +.. _NOMADS web interface: http://nomads.ncdc.noaa.gov/data.php#narr_datasets + +References: + Mesinger, F., et al, 2004: NCEP North American Regional +Reanalysis, 15th Symp. On Global Change and Climate Variations, +Seattle, WA, 11-15 Jan 2004. + + Shafran, P., J. Woollen, W. Ebisuzaki, W. Shi, Y. Fan, R. W. +Grumbine, M. Fennessy, 2004: Observational Data Used for Assimilation in +the NCEP North American Regional Reanalysis, 20th Intl. Conf. On Interactive +Information Processing Systems for Meteor. Ocean. And Hydrology. Seattle, WA, 11-15 +Jan 2004. + + Ebisuzaki, W., J. Alpert, J. Wang, D. Jovic, P. Shafran, 2004: North American +Regional Reanalysis: end user access to large data sets, 20th Intl. Conf. On +Interactive Information Processing Systems for Meteor. Ocean. And Hydrology. Seattle, +WA, 11-15 Jan 2004. + + Mesinger, F., G. DiMego, E. Kalnay, P. Shafran, W. Ebisuzaki, Y. Fan, R. Grumbine, +W. Higgins, Y. Lin, K. Mitchell, D. Parrish, E. Rogers, W. Shi, D. Stokes, J. Woolen, +2003: NCEP Regional Reanalysis, Symp. on Observing and Understanding the Variability +of Water in Weather and Climate, Long Beach, CA, Feb.9-13, 2003. +""" + +DESCRSHORT = """NCEP NARR data sets""" + +DESCRLONG = """The NARR is a reanalysis of +historical observations using a 32 km version of the NCEP 1993 +operational ETA model and ETA data assimilation system (EDAS). +The domain of analyses includes North and Central America as +well as small parts of the UK, Eastern Asia and South America +and the oceans in between. The period of the reanalyses is from +October 1978 to the present and analyses were made 8 times +daily. Horizontal boundary conditions were derived from the +NCEP/DOE Reanalysis. +The "merged" dataset provides a high spatial (32 km) and +temporal (3 hour) analyses of North America and adjacent oceans +and land masses from October 1978 to the present. Advantages +over the widely used NCEP/NCAR Reanalysis are its higher +resolution and a much better treatment of the land surface +through a better land-surface model (NOAH), through the +assimilation of more surface data (observed precipitation and +surface winds) and through a better representation of the +terrain (heights, vegetation, soil type). +This data set contains "conventional" atmospheric analyses as +well as model-derived fields which contain estimates of +subsurface, surface, and radiative properties. +""" + +import dap.client +import datetime +import numpy as np + +NARR_A_URL = "http://nomads.ncdc.noaa.gov:9091/dods/NCEP_NARR_DAILY" + +def load(year, month, day, verbose=True): + """ + Load the National Center for Environment Prediction (NCEP) North American + Regional Reanalysis (NARR) data at the given date. The data is available + through Data Access Protocol (DAP) from a remote server. The returned + object is not the entire data set, but only the metadata describing the + data set content. Individual variables are properties of the object, and + are downloaded only on explicit request (see example below). + + Parameters: + year : int + month : int + day : int + + Note: + The data is available starting on 1979-01-01 and up to the the month before + last. Each dataset contains around 190 different variables at 3h intervals. + The DAP protocol was formerly known as the Distributed Oceanographic Data + Systems (DODS). + + + Some variables included in the set: + ugrd10m : Wind speed (u) at 10 m altitude [m/s]. + vgrd10m : Wind speed (v) at 10 m altitude [m/s]. + mslet: Mean sea level pressure (eta model) [pa]. + tmpsfc : Surface temperature [K]. + dswrfsfc : Surface downward shortwave radiation flux [W/m^2]. + time : Days since 1-1-1 00:00:00. + lat : Latitude (0 to 89.625) at 0.375 degree resolution [deg]. + lon : Longitude (-220 to -0.625) at 0.375 degree resolution [deg]. + + Example: + narr = load(2005, 6, 23) + temp = narr.tmpsfc[:][:][:] # Slices refer to time, lat, lon. + time = narr.time[:] + lat = narr.lat[:] + lon = narr.lon[:] + + """ + + tail = 'narr-a_221_' + dir1 = '%d%02d'%(year, month) + dir2 = dir1+'%02d'%day + tail = tail +dir2+'_0000_000' + url = '/'.join([NARR_A_URL, dir1, dir2, tail]) + if verbose: + print 'Accessing DODS server: ', url + return dap.client.open(url) + + + +def convert_time(time): + """Return datetime objects. + + The NARR dataset provides time in days since 1-1-1 00:00:00:0.0. This + function converts the NARR time into a datetime.datetime object. + + Note: + There seems to be a discrepancy between the days counting of NARR and + python datetime. To achieve the fit, two days must be substracted from the + NARR time. + """ + time = time-2 + t0 = datetime.datetime(1,1, 1, 0,0,0) + hour = datetime.timedelta(hours=1) + day = datetime.timedelta(days=1) + time = np.atleast_1d(time) + days = time.astype(int) + hours = ((time%1)*24).astype(int) + return t0+days*day+hours*hour + + +narr = load(1979, 1,1) diff --git a/scikits/learn/datasets/narr/doc/narr_data_documentation.pdf b/scikits/learn/datasets/narr/doc/narr_data_documentation.pdf new file mode 100644 index 0000000000000000000000000000000000000000..fe5727b11e94a1d230f131a75a66c067db7da588 GIT binary patch literal 60799 zcmY!laB<T$)HC5#ef0SJWnL~5Q$qy<h5V!}1sfZEpUk|}#G=fq)D#6neIErg19MAD zeSZZLQxknx1w(Tqa|3-p1w%vq5Cv01b7Mn&4~1w2Gea{4V`HOOJ3HRgyp;T;EM5gv zz{^!pl$r*y$<U0K%K!=t%@n{ag*=#;p`oz}hM0+wF@~6_g#m_`g^3}$n31sohIvM& zCYWMoMi_dH%`nX~wlK#~XJTZI;XV^nOuw0!nxVVd(9F`(0^Q99mL`~DpfHAqRY_4| zW=?7mFPDvtesE@0s)C7`xqd)VY8fa}3@!B|f>P6hOL7$~O)T_-^7Bg+OiYaw3>1R& 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a/scikits/learn/datasets/setup.py b/scikits/learn/datasets/setup.py index 4926774d39..e7493dff0f 100644 --- a/scikits/learn/datasets/setup.py +++ b/scikits/learn/datasets/setup.py @@ -8,6 +8,8 @@ def configuration(parent_package='',top_path=None): config.add_subpackage('iris') config.add_subpackage('heart') config.add_subpackage('german') + config.add_subpackage('nwis') + config.add_subpackage('narr') config.add_subpackage('misc') config.make_config_py() # installs __config__.py return config -- GitLab