Effect of spectral resolution on black soil organic matter content predicting model based on laboratory reflectance
Laboratory reflectance of Black soil samples was re-sampled with different spectral resolution, and the correlation between soil organic matter (OM) and reflectance, spectral variables was analyzed to study the effect of spectral resolution on black soil OM predicting model. The results are as follows: the spectral response range of black soil OM is between 445 and 1 380 nm, high OM content shades the spectral effect of other soil properties. The precision of black soil OM predicting models increases and decreases with spectral resolution, and the maximum accuracy is at 50 nm, which is wider than hyperspectral resolution, and narrower than the bandwidth of multispectral sensors; with the derivative of logarithmic reflectance reciprocal as input variables, the optimal black soil organic matter predicting model shows high accuracy, with R2 = 0.799 and RMSE = 0.439; the results can provide the academic and technical support for soil organic matter remote sensing reversing and quick instrument developing.
| Medienart: |
Artikel |
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| Erscheinungsjahr: |
2012 |
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| Erschienen: |
2012 |
| Enthalten in: |
Zur Gesamtaufnahme - volume:32 |
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| Enthalten in: |
Guang pu xue yu guang pu fen xi = Guang pu - 32(2012), 3 vom: 22. März, Seite 739-42 |
| Sprache: |
Chinesisch |
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| Beteiligte Personen: |
Liu, Huan-jun [VerfasserIn] |
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| Themen: |
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| Anmerkungen: |
Date Completed 08.07.2015 Date Revised 01.12.2018 published: Print Citation Status MEDLINE |
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| Förderinstitution / Projekttitel: |
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| PPN (Katalog-ID): |
NLM217759661 |
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| 245 | 1 | 0 | |a Effect of spectral resolution on black soil organic matter content predicting model based on laboratory reflectance |
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| 500 | |a Date Completed 08.07.2015 | ||
| 500 | |a Date Revised 01.12.2018 | ||
| 500 | |a published: Print | ||
| 500 | |a Citation Status MEDLINE | ||
| 520 | |a Laboratory reflectance of Black soil samples was re-sampled with different spectral resolution, and the correlation between soil organic matter (OM) and reflectance, spectral variables was analyzed to study the effect of spectral resolution on black soil OM predicting model. The results are as follows: the spectral response range of black soil OM is between 445 and 1 380 nm, high OM content shades the spectral effect of other soil properties. The precision of black soil OM predicting models increases and decreases with spectral resolution, and the maximum accuracy is at 50 nm, which is wider than hyperspectral resolution, and narrower than the bandwidth of multispectral sensors; with the derivative of logarithmic reflectance reciprocal as input variables, the optimal black soil organic matter predicting model shows high accuracy, with R2 = 0.799 and RMSE = 0.439; the results can provide the academic and technical support for soil organic matter remote sensing reversing and quick instrument developing | ||
| 650 | 4 | |a Journal Article | |
| 650 | 7 | |a Soil |2 NLM | |
| 700 | 1 | |a Wu, Bing-fang |e verfasserin |4 aut | |
| 700 | 1 | |a Zhao, Chun-jiang |e verfasserin |4 aut | |
| 700 | 1 | |a Zhao, Yun-sheng |e verfasserin |4 aut | |
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