Estimate Missing Climate Data 1.0

EMCD is a robust solution for filling gaps in climate data. It employs advanced techniques, including Multiple Linear Regression, Artificial Neural Networks, interpolation (Linear, Akima), and strategies like LOCF and NOCB. Autocorrelation enhances precision by identifying optimal lag, and lagged data can be incorporated for modeling. The tool ensures comprehensive data coverage, utilizing neighboring stations and historical records ...

Author AgriMetSoft
License Free To Try
Price $99.00
Released 2023-12-03
Downloads 31
Filesize 11.62 MB
Requirements
Installation Install and Uninstall
Keywords fill gap data, missing climate data, ann missing climate data, mlr missing climate data
Users' rating
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Estimate Missing Climate DataScienceWin2000, Windows XP, Windows 7 x32, Windows 7 x64, Windows 8, Windows 10, WinServer, WinOther, Windows 2000, Windows 2003, Windows Server 2000, Windows Server 2003, Windows Server 2008, Windows Server 2008r2, Windows Server 2012, Windows Tablet PC Edition 2005, Windows Media Center Editi
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Estimate Missing Climate Data

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The Estimate Missing Climate Data Tool (EMCD) stands as a comprehensive solution designed to address and fill gaps in climate data, ensuring a robust and accurate dataset for comprehensive analysis. EMCD ...