Strategies to admittance soil quality using mid-infrared (mid-IR) spectroscopy an alternate tool for conventional lab analysis: A global perspective
Evaluating the all-encompassing idea of soil quality requires an enormous set-up of estimations of soil physical, chemical, and biological properties. The fast and appropriate evaluation of soil quality (SQ) is expected to keep up soil wellbeing. Appraisal of soil quality is currently turning into a...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2022-04-01
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| Series: | Environmental Challenges |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2667010022000294 |
| _version_ | 1818211005405069312 |
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| author | Debabrata Nath Ranjan Laik Vijay Singh Meena Vandana Kumari Santosh Kumar Singh Biswajit Pramanick Abdus Sattar |
| author_facet | Debabrata Nath Ranjan Laik Vijay Singh Meena Vandana Kumari Santosh Kumar Singh Biswajit Pramanick Abdus Sattar |
| author_sort | Debabrata Nath |
| collection | DOAJ |
| description | Evaluating the all-encompassing idea of soil quality requires an enormous set-up of estimations of soil physical, chemical, and biological properties. The fast and appropriate evaluation of soil quality (SQ) is expected to keep up soil wellbeing. Appraisal of soil quality is currently turning into a standard work for crop production and management of soil. Nevertheless, regular research center investigation dependent on the assurance of soil properties, which is time and cost devouring and is not reasonable for precision agriculture. Mid-infrared spectroscopy is a quick, cheap, ecological agreeable, non-dangerous, and repeatable method. We observed a fantastic presentation of foreseeing soil C and N substance utilizing mid-infrared spectra. In a large portion of cases, the expectations of soil N, P, K, S, and few micronutrients are acceptable. Clay minerals, soil water (volumetric and gravimetric water content), and soil microorganisms can likewise be demonstrated and assessed utilizing mid-infrared spectroscopy. ''Here, we review the possibility of mid-infrared spectroscopy to assess soil quality. The significant focuses are the accompanying: 1) predict physical properties of soil 2) predict chemical properties of soil 3) predict biological properties of soil with mid-infrared spectroscopy''. Physical properties of soil that depend on void connection, for example, hydraulic conductivity (HC), bulk density (BD), as well as water-holding capacity (WHC) and can't be anticipated well utilizing mid-infrared spectra. Whereas properties dependent on the soil composition, for example, percentage of clay and shrinking- swelling properties, can be expected sensibly well. Even though presently using mid-infrared spectroscopy in the estimation of soil properties is constrained, it seems favourable to gage the quality of soil reliant on spectral pre-treatment and multivariate alignment because of the powerful intervene in the spectral band. Partial least square (PLS) is a broadly applied statistical tool to enhance various soil properties' prediction operations. A spectral library and a standard protocol can be an option in the future so that proper utilization of the mid-infrared spectral region is possible. Accordingly, mid-infrared spectroscopy coupled with a suitable statistical tool can assess soil quality, which will play a significant role in maintaining agriculture sustainability. |
| first_indexed | 2024-12-12T05:25:37Z |
| format | Article |
| id | doaj.art-6114372bf52f4674a59bc66ce23fb4b9 |
| institution | Directory Open Access Journal |
| issn | 2667-0100 |
| language | English |
| last_indexed | 2024-12-12T05:25:37Z |
| publishDate | 2022-04-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Environmental Challenges |
| spelling | doaj.art-6114372bf52f4674a59bc66ce23fb4b92022-12-22T00:36:28ZengElsevierEnvironmental Challenges2667-01002022-04-017100469Strategies to admittance soil quality using mid-infrared (mid-IR) spectroscopy an alternate tool for conventional lab analysis: A global perspectiveDebabrata Nath0Ranjan Laik1Vijay Singh Meena2Vandana Kumari3Santosh Kumar Singh4Biswajit Pramanick5Abdus Sattar6Department of Soil Science, Dr. Rajendra Prasad Central Agricultural University, Pusa, Samastipur, India; Corresponding authors.Department of Soil Science, Dr. Rajendra Prasad Central Agricultural University, Pusa, Samastipur, IndiaBorlaug Institute for South Asia (BISA)-CIMMYT, Pusa, Samastipur, India; ICAR-Vivekananda Parvatiya Krishi Anusandhan Sansthan, Almora, India; Corresponding authors.Department of Soil Science, Dr. Rajendra Prasad Central Agricultural University, Pusa, Samastipur, India; Corresponding authors.Department of Soil Science, Dr. Rajendra Prasad Central Agricultural University, Pusa, Samastipur, IndiaDepartment of Agronomy, Dr. Rajendra Prasad Central Agricultural University, Pusa, Samastipur, IndiaDepartment of Agrometeorology, Centre for Advanced Studies on Climate Change, Dr. Rajendra Prasad Central Agricultural University, Pusa, Samastipur, IndiaEvaluating the all-encompassing idea of soil quality requires an enormous set-up of estimations of soil physical, chemical, and biological properties. The fast and appropriate evaluation of soil quality (SQ) is expected to keep up soil wellbeing. Appraisal of soil quality is currently turning into a standard work for crop production and management of soil. Nevertheless, regular research center investigation dependent on the assurance of soil properties, which is time and cost devouring and is not reasonable for precision agriculture. Mid-infrared spectroscopy is a quick, cheap, ecological agreeable, non-dangerous, and repeatable method. We observed a fantastic presentation of foreseeing soil C and N substance utilizing mid-infrared spectra. In a large portion of cases, the expectations of soil N, P, K, S, and few micronutrients are acceptable. Clay minerals, soil water (volumetric and gravimetric water content), and soil microorganisms can likewise be demonstrated and assessed utilizing mid-infrared spectroscopy. ''Here, we review the possibility of mid-infrared spectroscopy to assess soil quality. The significant focuses are the accompanying: 1) predict physical properties of soil 2) predict chemical properties of soil 3) predict biological properties of soil with mid-infrared spectroscopy''. Physical properties of soil that depend on void connection, for example, hydraulic conductivity (HC), bulk density (BD), as well as water-holding capacity (WHC) and can't be anticipated well utilizing mid-infrared spectra. Whereas properties dependent on the soil composition, for example, percentage of clay and shrinking- swelling properties, can be expected sensibly well. Even though presently using mid-infrared spectroscopy in the estimation of soil properties is constrained, it seems favourable to gage the quality of soil reliant on spectral pre-treatment and multivariate alignment because of the powerful intervene in the spectral band. Partial least square (PLS) is a broadly applied statistical tool to enhance various soil properties' prediction operations. A spectral library and a standard protocol can be an option in the future so that proper utilization of the mid-infrared spectral region is possible. Accordingly, mid-infrared spectroscopy coupled with a suitable statistical tool can assess soil quality, which will play a significant role in maintaining agriculture sustainability.http://www.sciencedirect.com/science/article/pii/S2667010022000294Mid-infrared spectroscopyPartial least square regressionSoil respirationQ10Coefficient of determinationRoot mean square error |
| spellingShingle | Debabrata Nath Ranjan Laik Vijay Singh Meena Vandana Kumari Santosh Kumar Singh Biswajit Pramanick Abdus Sattar Strategies to admittance soil quality using mid-infrared (mid-IR) spectroscopy an alternate tool for conventional lab analysis: A global perspective Environmental Challenges Mid-infrared spectroscopy Partial least square regression Soil respiration Q10 Coefficient of determination Root mean square error |
| title | Strategies to admittance soil quality using mid-infrared (mid-IR) spectroscopy an alternate tool for conventional lab analysis: A global perspective |
| title_full | Strategies to admittance soil quality using mid-infrared (mid-IR) spectroscopy an alternate tool for conventional lab analysis: A global perspective |
| title_fullStr | Strategies to admittance soil quality using mid-infrared (mid-IR) spectroscopy an alternate tool for conventional lab analysis: A global perspective |
| title_full_unstemmed | Strategies to admittance soil quality using mid-infrared (mid-IR) spectroscopy an alternate tool for conventional lab analysis: A global perspective |
| title_short | Strategies to admittance soil quality using mid-infrared (mid-IR) spectroscopy an alternate tool for conventional lab analysis: A global perspective |
| title_sort | strategies to admittance soil quality using mid infrared mid ir spectroscopy an alternate tool for conventional lab analysis a global perspective |
| topic | Mid-infrared spectroscopy Partial least square regression Soil respiration Q10 Coefficient of determination Root mean square error |
| url | http://www.sciencedirect.com/science/article/pii/S2667010022000294 |
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