@article{liu_developing_2014,
	title = {Developing {GIOVANNI}-based online prototypes to intercompare {TRMM}-related global gridded-precipitation products},
	volume = {66},
	issn = {0098-3004},
	url = {http://www.sciencedirect.com/science/article/pii/S009830041300318X},
	doi = {10.1016/j.cageo.2013.12.012},
	abstract = {New online prototypes have been developed to extend and enhance the previous effort by facilitating investigation of product characteristics and intercomparison of precipitation products in different algorithms as well as in different versions at different spatial scales ranging from local to global without downloading data and software. Several popular Tropical Rainfall Measuring Mission (TRMM) products and the TRMM Composite Climatology are included. In addition, users can download customized data in several popular formats for further analysis. Examples show product quality problems and differences in several monthly precipitation products. It is seen that differences in daily and monthly precipitation products are distributed unevenly in space and it is necessary to have tools such as those presented here for customized and detailed investigations. A simple time series and two area maps allow the discovery of abnormal values of 3A25 in one of the months. An example shows a V-shaped valley issue in the Version 6 3B43 time series and another example shows a sudden drop in 3A25 monthly rain rate, all of which provide important information when the products are used for long-term trend studies. Future plans include adding more products and statistical functionality in the prototypes.},
	urldate = {2019-01-23},
	journal = {Computers \& Geosciences},
	author = {Liu, Zhong and Ostrenga, Dana and Teng, William and Kempler, Steven and Milich, Lenard},
	month = may,
	year = {2014},
	keywords = {Intercomparison, Online tools, Precipitation, Satellite remote sensing, TRMM, Uncertainty},
	pages = {168--181},
	file = {ScienceDirect Full Text PDF:/Volumes/mini-disk1/Google Drive/_lib/zotero/storage/4ITHXAA5/Liu et al. - 2014 - Developing GIOVANNI-based online prototypes to int.pdf:application/pdf;ScienceDirect Snapshot:/Volumes/mini-disk1/Google Drive/_lib/zotero/storage/NPCK3CEV/S009830041300318X.html:text/html}
}

{"_id":"2Xhxv5c4WYBdePshH","bibbaseid":"liu-ostrenga-teng-kempler-milich-developinggiovannibasedonlineprototypestointercomparetrmmrelatedglobalgriddedprecipitationproducts-2014","downloads":0,"creationDate":"2019-01-23T19:47:23.424Z","title":"Developing GIOVANNI-based online prototypes to intercompare TRMM-related global gridded-precipitation products","author_short":["Liu, Z.","Ostrenga, D.","Teng, W.","Kempler, S.","Milich, L."],"year":2014,"bibtype":"article","biburl":"http://crop.csiss.gmu.edu/data/csiss_pub.bib","bibdata":{"bibtype":"article","type":"article","title":"Developing GIOVANNI-based online prototypes to intercompare TRMM-related global gridded-precipitation products","volume":"66","issn":"0098-3004","url":"http://www.sciencedirect.com/science/article/pii/S009830041300318X","doi":"10.1016/j.cageo.2013.12.012","abstract":"New online prototypes have been developed to extend and enhance the previous effort by facilitating investigation of product characteristics and intercomparison of precipitation products in different algorithms as well as in different versions at different spatial scales ranging from local to global without downloading data and software. Several popular Tropical Rainfall Measuring Mission (TRMM) products and the TRMM Composite Climatology are included. In addition, users can download customized data in several popular formats for further analysis. Examples show product quality problems and differences in several monthly precipitation products. It is seen that differences in daily and monthly precipitation products are distributed unevenly in space and it is necessary to have tools such as those presented here for customized and detailed investigations. A simple time series and two area maps allow the discovery of abnormal values of 3A25 in one of the months. An example shows a V-shaped valley issue in the Version 6 3B43 time series and another example shows a sudden drop in 3A25 monthly rain rate, all of which provide important information when the products are used for long-term trend studies. Future plans include adding more products and statistical functionality in the prototypes.","urldate":"2019-01-23","journal":"Computers & Geosciences","author":[{"propositions":[],"lastnames":["Liu"],"firstnames":["Zhong"],"suffixes":[]},{"propositions":[],"lastnames":["Ostrenga"],"firstnames":["Dana"],"suffixes":[]},{"propositions":[],"lastnames":["Teng"],"firstnames":["William"],"suffixes":[]},{"propositions":[],"lastnames":["Kempler"],"firstnames":["Steven"],"suffixes":[]},{"propositions":[],"lastnames":["Milich"],"firstnames":["Lenard"],"suffixes":[]}],"month":"May","year":"2014","keywords":"Intercomparison, Online tools, Precipitation, Satellite remote sensing, TRMM, Uncertainty","pages":"168–181","file":"ScienceDirect Full Text PDF:/Volumes/mini-disk1/Google Drive/_lib/zotero/storage/4ITHXAA5/Liu et al. - 2014 - Developing GIOVANNI-based online prototypes to int.pdf:application/pdf;ScienceDirect Snapshot:/Volumes/mini-disk1/Google Drive/_lib/zotero/storage/NPCK3CEV/S009830041300318X.html:text/html","bibtex":"@article{liu_developing_2014,\n\ttitle = {Developing {GIOVANNI}-based online prototypes to intercompare {TRMM}-related global gridded-precipitation products},\n\tvolume = {66},\n\tissn = {0098-3004},\n\turl = {http://www.sciencedirect.com/science/article/pii/S009830041300318X},\n\tdoi = {10.1016/j.cageo.2013.12.012},\n\tabstract = {New online prototypes have been developed to extend and enhance the previous effort by facilitating investigation of product characteristics and intercomparison of precipitation products in different algorithms as well as in different versions at different spatial scales ranging from local to global without downloading data and software. Several popular Tropical Rainfall Measuring Mission (TRMM) products and the TRMM Composite Climatology are included. In addition, users can download customized data in several popular formats for further analysis. Examples show product quality problems and differences in several monthly precipitation products. It is seen that differences in daily and monthly precipitation products are distributed unevenly in space and it is necessary to have tools such as those presented here for customized and detailed investigations. A simple time series and two area maps allow the discovery of abnormal values of 3A25 in one of the months. An example shows a V-shaped valley issue in the Version 6 3B43 time series and another example shows a sudden drop in 3A25 monthly rain rate, all of which provide important information when the products are used for long-term trend studies. Future plans include adding more products and statistical functionality in the prototypes.},\n\turldate = {2019-01-23},\n\tjournal = {Computers \\& Geosciences},\n\tauthor = {Liu, Zhong and Ostrenga, Dana and Teng, William and Kempler, Steven and Milich, Lenard},\n\tmonth = may,\n\tyear = {2014},\n\tkeywords = {Intercomparison, Online tools, Precipitation, Satellite remote sensing, TRMM, Uncertainty},\n\tpages = {168--181},\n\tfile = {ScienceDirect Full Text PDF:/Volumes/mini-disk1/Google Drive/_lib/zotero/storage/4ITHXAA5/Liu et al. - 2014 - Developing GIOVANNI-based online prototypes to int.pdf:application/pdf;ScienceDirect Snapshot:/Volumes/mini-disk1/Google Drive/_lib/zotero/storage/NPCK3CEV/S009830041300318X.html:text/html}\n}\n\n","author_short":["Liu, Z.","Ostrenga, D.","Teng, W.","Kempler, S.","Milich, L."],"key":"liu_developing_2014","id":"liu_developing_2014","bibbaseid":"liu-ostrenga-teng-kempler-milich-developinggiovannibasedonlineprototypestointercomparetrmmrelatedglobalgriddedprecipitationproducts-2014","role":"author","urls":{"Paper":"http://www.sciencedirect.com/science/article/pii/S009830041300318X"},"keyword":["Intercomparison","Online tools","Precipitation","Satellite remote sensing","TRMM","Uncertainty"],"downloads":0,"html":"","metadata":{"authorlinks":{}}},"search_terms":["developing","giovanni","based","online","prototypes","intercompare","trmm","related","global","gridded","precipitation","products","liu","ostrenga","teng","kempler","milich"],"keywords":["intercomparison","online tools","precipitation","satellite remote sensing","trmm","uncertainty"],"authorIDs":[],"dataSources":["DTsmNeo3d3wppoQWa"]}