Geographical locations of the Open Soil Spectral Library (OSSL) samples.

<p>A: Locations with visible–near-infrared (VisNIR) spectra (350–2500 nm). B: Locations with mid-infrared (MIR) spectra (600–4000 cm<sup>−1</sup>). Note: not all OSSL samples have precise location data. From a total of 135,651 entries in the database, only 87,707 entries with varyi...

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التفاصيل البيبلوغرافية
المؤلف الرئيسي:	José L. Safanelli (20552654) (author)
مؤلفون آخرون:	Tomislav Hengl (623477) (author), Leandro L. Parente (20552657) (author), Robert Minarik (20552660) (author), Dellena E. Bloom (9227405) (author), Katherine Todd-Brown (20552663) (author), Asa Gholizadeh (693351) (author), Wanderson de Sousa Mendes (20552666) (author), Jonathan Sanderman (784692) (author)
منشور في:	2025
الموضوعات:	Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Chemical Sciences not elsewhere classified widely used method training machine learning independent model evaluation global good initiative estimating soil properties study also presents centralized open resource representation flag ). soil spectroscopy community affordable soil data performing ml algorithm two spectral regions harmonizing several ssls soil spectroscopy spectral regions soil types opening data discusses several also subject spectral variations open resources open development ssls ). widespread adoption well predicted total sulfur scientific discovery reliable outputs refitting show predictive modeling prediction uncertainty prediction capacity new samples help bridge future development fold cross extractable sodium extractable nutrients exploratory analysis enable hundreds cubist comes conditions represented agricultural monitoring
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Geographical locations of the Open Soil Spectral Library (OSSL) samples.

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