Extreme Gradient Boosting for yield estimation compared with Deep Learning approaches

This is a publication that mentions one or more of the following datasets: (1) NASS Census of Agriculture, (2) RUCC, (3) Household Food Security Survey Module, (4) Food Access Research Atlas, (5) Agricultural Resource Management Survey (ARMS), (6) Food Acquisition and Purchase Surveys, (7) Current Population Survey Food Security Supplement, (8) Farm to School Census, (9) Local Food Marketing Practices Survey, (10) Quarterly Food-at-Home Price Database, (11) Information Resources, Inc. (IRI) InfoScan, (12) Tenure, Ownership, and Transition of Agricultural Land, (13) Transition of Agricultural Land Survey

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Resource pointing to https://doi.org/10.1016/j.compag.2022.107346
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Field	Value
Last Updated	May 7, 2025, 14:51 (UTC)
Created	May 7, 2025, 14:51 (UTC)
authorships	Florian Huber (https://orcid.org/0000-0002-6485-1942), Artem Yushchenko (None), Benedikt Stratmann (https://orcid.org/0009-0007-3519-7404), Volker Steinhage (https://orcid.org/0000-0002-3172-3645)
created_date	2022-09-25
doi	https://doi.org/10.1016/j.compag.2022.107346
file_type	TXT
link_to_dashboard	https://nationaldataplatform.org/data-insights
openalex_id	https://openalex.org/W4296970127
publication_date	2022-09-24
publication_year	2022
updated_date	2025-04-27T18:30:08.292963
work_type	article