Application of LW-NIR for rapid prediction of primary nutrients cropland by chemometrics: Comparison among preprocessing and machine learning algorithm approaches

Rapid analytical approaches are necessary for accurate decision-making on the suitability of soil nutrients and types of plants to be cultivated on its cropland. Therefore, in the present study, the potential of long-wave near-infrared spectroscopy (LW-NIRs) as a rapid and nondestructive tool to pre...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Case Studies in Chemical and Environmental Engineering
المؤلفون الرئيسيون: Devianti, Sufardi, Ramayanty Bulan, Nurlaili, Oscar Haris
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Elsevier 2023-12-01
الموضوعات:
الوصول للمادة أونلاين:http://www.sciencedirect.com/science/article/pii/S2666016423001597