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Assessing predictability of environmental time series with statistical and machine learning models.

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Title: Assessing predictability of environmental time series with statistical and machine learning models.
Authors: Bonas M; Dept. of Applied and Computational Mathematics and Statistics, University of Notre Dame, Notre Dame, Indiana, USA., Datta A; Dept. of Biostatistics, Johns Hopkins University, Baltimore, Maryland, USA., Wikle CK; Dept. of Statistics, University of Missouri, Columbia, Missouri, USA., Boone EL; Dept. of Statistical Sciences and Operations Research, Virginia Commonwealth University, Richmond, Virginia, USA., Alamri FS; Dept. of Mathematical Sciences, College of Science, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia., Hari BV; Wipro Limited, Bengaluru, India., Kavila I; School of Pure and Applied Physics, Mahatma Gandhi University, Kottayam, India., Simmons SJ; Institute for Advanced Analytics, North Carolina State University, Raleigh, North Carolina, USA., Jarvis SM; Dept. of Mathematics, Trent University, Peterborough, Ontario, Canada., Burr WS; Dept. of Mathematics, Trent University, Peterborough, Ontario, Canada., Pagendam DE; CSIRO Data61, Eveleigh, Brisbane, Australia., Chang W; Div. of Statistics and Data Science, University of Cincinnati, Cincinnati, Ohio, USA., Castruccio S; Dept. of Applied and Computational Mathematics and Statistics, University of Notre Dame, Notre Dame, Indiana, USA.
Source: Environmetrics [Environmetrics] 2025 Jan; Vol. 36 (1). Date of Electronic Publication: 2024 Jul 05.
Publication Type: Journal Article
Journal Info: Publisher: Wiley-Blackwell Country of Publication: England NLM ID: 100968246 Publication Model: Print-Electronic Cited Medium: Print ISSN: 1180-4009 (Print) Linking ISSN: 1099095X NLM ISO Abbreviation: Environmetrics Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Bonas+M%22">Bonas M</searchLink>; Dept. of Applied and Computational Mathematics and Statistics, University of Notre Dame, Notre Dame, Indiana, USA.<br /><searchLink fieldCode="AU" term="%22Datta+A%22">Datta A</searchLink>; Dept. of Biostatistics, Johns Hopkins University, Baltimore, Maryland, USA.<br /><searchLink fieldCode="AU" term="%22Wikle+CK%22">Wikle CK</searchLink>; Dept. of Statistics, University of Missouri, Columbia, Missouri, USA.<br /><searchLink fieldCode="AU" term="%22Boone+EL%22">Boone EL</searchLink>; Dept. of Statistical Sciences and Operations Research, Virginia Commonwealth University, Richmond, Virginia, USA.<br /><searchLink fieldCode="AU" term="%22Alamri+FS%22">Alamri FS</searchLink>; Dept. of Mathematical Sciences, College of Science, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Hari+BV%22">Hari BV</searchLink>; Wipro Limited, Bengaluru, India.<br /><searchLink fieldCode="AU" term="%22Kavila+I%22">Kavila I</searchLink>; School of Pure and Applied Physics, Mahatma Gandhi University, Kottayam, India.<br /><searchLink fieldCode="AU" term="%22Simmons+SJ%22">Simmons SJ</searchLink>; Institute for Advanced Analytics, North Carolina State University, Raleigh, North Carolina, USA.<br /><searchLink fieldCode="AU" term="%22Jarvis+SM%22">Jarvis SM</searchLink>; Dept. of Mathematics, Trent University, Peterborough, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Burr+WS%22">Burr WS</searchLink>; Dept. of Mathematics, Trent University, Peterborough, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Pagendam+DE%22">Pagendam DE</searchLink>; CSIRO Data61, Eveleigh, Brisbane, Australia.<br /><searchLink fieldCode="AU" term="%22Chang+W%22">Chang W</searchLink>; Div. of Statistics and Data Science, University of Cincinnati, Cincinnati, Ohio, USA.<br /><searchLink fieldCode="AU" term="%22Castruccio+S%22">Castruccio S</searchLink>; Dept. of Applied and Computational Mathematics and Statistics, University of Notre Dame, Notre Dame, Indiana, USA.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley-Blackwell%22">Wiley-Blackwell </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100968246 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>1180-4009 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221099095X%22">1099095X </searchLink><i>NLM ISO Abbreviation: </i>Environmetrics <i>Subsets: </i>PubMed not MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40017797
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        Value: 10.1002/env.2864
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              Text: 2025 Jan
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