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Machine-Learning-Based Downscaling of Hourly ERA5-Land Air Temperature over Mountainous Regions

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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/15-1061openalex-snapshot
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inferredcites →https://doi.org/10.1002/2014jd022978openalex-snapshot
Spatial patterns of climatological temperature lapse rate in mainland China: A multi–time scale investigation
inferredcites →https://doi.org/10.1002/2016jd025711openalex-snapshot
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inferredcites →https://doi.org/10.1002/9781119951933openalex-snapshot
Terrestrial Hydrometeorology
inferredcites →https://doi.org/10.1002/hyp.6775openalex-snapshot
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inferredcites →https://doi.org/10.1002/joc.3493openalex-snapshot
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inferredcites →https://doi.org/10.1002/joc.3509openalex-snapshot
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inferredcites →https://doi.org/10.1002/joc.4699openalex-snapshot
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inferredcites →https://doi.org/10.1002/joc.5086openalex-snapshot
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inferredcites →https://doi.org/10.1002/joc.5471openalex-snapshot
Temporal and spatial changes in estimated near‐surface air temperature lapse rates on Tibetan Plateau
inferredcites →https://doi.org/10.1002/met.1976openalex-snapshot
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inferredcites →https://doi.org/10.1002/qj.3577openalex-snapshot
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inferredcites →https://doi.org/10.1002/qj.3803openalex-snapshot
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inferredcites →https://doi.org/10.1002/wcc.339openalex-snapshot
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inferredcites →https://doi.org/10.1007/978-1-4757-3264-1openalex-snapshot
The Nature of Statistical Learning Theory
inferredcites →https://doi.org/10.1007/bf00994018openalex-snapshot
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inferredcites →https://doi.org/10.1007/s00376-019-9091-0openalex-snapshot
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inferredcites →https://doi.org/10.1007/s00382-008-0430-6openalex-snapshot
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inferredcites →https://doi.org/10.1007/s11063-019-10185-8openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.agrformet.2006.07.004openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.agrformet.2011.03.011openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.envsoft.2017.11.002openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.jag.2011.10.002openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.jhydrol.2006.04.030openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.rse.2006.02.014openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.rse.2014.08.012openalex-snapshot
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inferredcites →https://doi.org/10.1017/cbo9780511801389openalex-snapshot
An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
inferredcites →https://doi.org/10.1029/2008jd010100openalex-snapshot
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inferredcites →https://doi.org/10.1029/2009jd013493openalex-snapshot
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inferredcites →https://doi.org/10.1029/2009rg000314openalex-snapshot
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inferredcites →https://doi.org/10.1029/2019ea000984openalex-snapshot
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inferredcites →https://doi.org/10.1038/nclimate3378openalex-snapshot
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inferredcites →https://doi.org/10.1038/s41586-018-0563-7openalex-snapshot
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inferredcites →https://doi.org/10.1038/s41597-019-0343-8openalex-snapshot
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inferredcites →https://doi.org/10.1038/sdata.2017.122openalex-snapshot
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inferredcites →https://doi.org/10.1038/sdata.2017.191openalex-snapshot
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inferredcites →https://doi.org/10.1080/01431161.2015.1093198openalex-snapshot
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inferredcites →https://doi.org/10.1175/1520-0442(1989)002<0656:spfeoh>2.0.co;2openalex-snapshot
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inferredcites →https://doi.org/10.1175/1520-0450(1983)022<1487:aiboma>2.0.co;2openalex-snapshot
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inferredcites →https://doi.org/10.1175/1520-0477(1996)077<0437:tnyrp>2.0.co;2openalex-snapshot
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inferredcites →https://doi.org/10.1175/1520-0477(2001)082<0247:tnnyrm>2.3.co;2openalex-snapshot
The NCEP–NCAR 50–Year Reanalysis: Monthly Means CD–ROM and Documentation
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inferredcites →https://doi.org/10.1175/jcli-d-16-0320.1openalex-snapshot
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inferredcites →https://doi.org/10.1175/jcli-d-16-0758.1openalex-snapshot
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inferredcites →https://doi.org/10.1175/jhm-d-11-0147.1openalex-snapshot
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inferredcites →https://doi.org/10.1175/jhm-d-16-0054.1openalex-snapshot
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inferredcites →https://doi.org/10.1175/jhm486.1openalex-snapshot
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inferredcites →https://doi.org/10.1175/jhm548.1openalex-snapshot
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inferredcites →https://doi.org/10.1175/waf-d-12-00109.1openalex-snapshot
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inferredcites →https://doi.org/10.2151/jmsj.2015-001openalex-snapshot
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inferredcites →https://doi.org/10.3354/cr008001openalex-snapshot
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inferredcites →https://doi.org/10.5194/egusphere-egu21-14590openalex-snapshot
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inferredcites →https://doi.org/10.5194/egusphere-egu22-5117openalex-snapshot
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inferredcites →https://doi.org/10.5194/essd-13-4349-2021openalex-snapshot
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inferredcites →https://doi.org/10.5194/gmd-10-2905-2017openalex-snapshot
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inferredcites →https://doi.org/10.5194/nhess-12-2769-2012openalex-snapshot
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inferredcites →https://doi.org/10.60910/84u1-xsjdopenalex-snapshot
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inferredcites →https://doi.org/10.7551/mitpress/4175.001.0001openalex-snapshot
Learning with Kernels

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inferred← citeshttps://doi.org/10.2139/ssrn.4829301openalex-extracted
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inferred← citeshttps://doi.org/10.1002/joc.70344openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/joc.70486openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/met.70226openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-031-47079-0_45openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s00477-024-02778-0openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s44367-025-00003-5openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/b978-0-323-96026-7.00031-xopenalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.agrformet.2025.110588openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.aiig.2026.100226openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.heliyon.2024.e31964openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.jag.2026.105515openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.tfp.2025.101138openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.uclim.2025.102412openalex-snapshot
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inferred← citeshttps://doi.org/10.1029/2025jd043566openalex-snapshot
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inferred← citeshttps://doi.org/10.1038/s41598-024-83944-wopenalex-snapshot
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inferred← citeshttps://doi.org/10.1038/s41598-025-12163-8openalex-snapshot
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inferred← citeshttps://doi.org/10.1038/s41598-025-20552-2openalex-snapshot
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