Matches in SemOpenAlex for { <https://semopenalex.org/work/W3042499215> ?p ?o ?g. }
- W3042499215 endingPage "140727" @default.
- W3042499215 startingPage "140727" @default.
- W3042499215 abstract "Rapid assessment of soil aggregate stability (AS) is vital for a better understanding of the processes of soil aggregate breakdown, which is necessary for effective soil erosion control planning. This study explored the possibility of quantifying the mean weight diameter (MWD) of soil aggregates after applying the three disruptive treatments of fast wetting (FW), slow wetting (SW) and mechanical breakdown (MB), representing the dominant aggregate breakdown mechanisms, using a handheld mid-infrared (MIR) spectrophotometer on soils of the Belgian loam belt. Partial least squares regression (PLSR) was used to build calibration models for the three treatment methods, using a calibration set accounting for 70% (75% in the case of MB) of the samples, which were validated by using a validation set of 30% (25% in the case of MB) of the total samples. Results showed very good prediction accuracies with coefficient of determination (R2) values of 0.73, 0.85 and 0.79, root mean square error of prediction (RMSEP) values of 0.29, 0.46 and 0.26 mm, ratio of performance to interquartile range (RPIQ) values of 2.16, 4.98 and 3.64 and residual prediction deviation (RPD) values of 1.99, 2.60, and 2.22, for FW-MWD, SW-MWD, and MB-MWD, respectively. The best prediction was obtained for SW-MWD. The results of this study suggest that, for soils where soil organic carbon is a relevant indicator of aggregate strength, the three AS indices can be estimated to a high accuracy with spectra information in the MIR region of the electromagnetic spectrum." @default.
- W3042499215 created "2020-07-23" @default.
- W3042499215 creator A5038175498 @default.
- W3042499215 creator A5039992663 @default.
- W3042499215 creator A5089753073 @default.
- W3042499215 date "2020-11-01" @default.
- W3042499215 modified "2023-09-30" @default.
- W3042499215 title "Estimation of aggregate stability of some soils in the loam belt of Belgium using mid-infrared spectroscopy" @default.
- W3042499215 cites W1148445081 @default.
- W3042499215 cites W1190219959 @default.
- W3042499215 cites W152543188 @default.
- W3042499215 cites W15333264 @default.
- W3042499215 cites W1592341820 @default.
- W3042499215 cites W18721573 @default.
- W3042499215 cites W1964503221 @default.
- W3042499215 cites W1967797625 @default.
- W3042499215 cites W1970540849 @default.
- W3042499215 cites W1972600716 @default.
- W3042499215 cites W1972755752 @default.
- W3042499215 cites W1973273412 @default.
- W3042499215 cites W1988483582 @default.
- W3042499215 cites W1988948783 @default.
- W3042499215 cites W1991592908 @default.
- W3042499215 cites W1993436246 @default.
- W3042499215 cites W1994738541 @default.
- W3042499215 cites W2001511595 @default.
- W3042499215 cites W2001804870 @default.
- W3042499215 cites W2004625083 @default.
- W3042499215 cites W2005470464 @default.
- W3042499215 cites W2007230074 @default.
- W3042499215 cites W2009247732 @default.
- W3042499215 cites W2012358846 @default.
- W3042499215 cites W2014458679 @default.
- W3042499215 cites W2017422910 @default.
- W3042499215 cites W2021376061 @default.
- W3042499215 cites W2021409682 @default.
- W3042499215 cites W2021981828 @default.
- W3042499215 cites W2022451964 @default.
- W3042499215 cites W2022733022 @default.
- W3042499215 cites W2024103282 @default.
- W3042499215 cites W2024893881 @default.
- W3042499215 cites W2029291201 @default.
- W3042499215 cites W2033736018 @default.
- W3042499215 cites W2035563959 @default.
- W3042499215 cites W2036927893 @default.
- W3042499215 cites W2038485694 @default.
- W3042499215 cites W2041605677 @default.
- W3042499215 cites W2045333971 @default.
- W3042499215 cites W2045895574 @default.
- W3042499215 cites W2052903566 @default.
- W3042499215 cites W2055970807 @default.
- W3042499215 cites W2061169907 @default.
- W3042499215 cites W2061581940 @default.
- W3042499215 cites W2065084990 @default.
- W3042499215 cites W2067558695 @default.
- W3042499215 cites W2073858026 @default.
- W3042499215 cites W2074608126 @default.
- W3042499215 cites W2076685538 @default.
- W3042499215 cites W2078828715 @default.
- W3042499215 cites W2081916093 @default.
- W3042499215 cites W2083929544 @default.
- W3042499215 cites W2105184229 @default.
- W3042499215 cites W2108788261 @default.
- W3042499215 cites W2112574200 @default.
- W3042499215 cites W2123011006 @default.
- W3042499215 cites W2126986831 @default.
- W3042499215 cites W2139405554 @default.
- W3042499215 cites W2148956054 @default.
- W3042499215 cites W2156482480 @default.
- W3042499215 cites W2166647541 @default.
- W3042499215 cites W2169039888 @default.
- W3042499215 cites W2200269695 @default.
- W3042499215 cites W2285604483 @default.
- W3042499215 cites W2289802273 @default.
- W3042499215 cites W2345452244 @default.
- W3042499215 cites W2515421390 @default.
- W3042499215 cites W2528657986 @default.
- W3042499215 cites W2550523894 @default.
- W3042499215 cites W2563958088 @default.
- W3042499215 cites W2576221419 @default.
- W3042499215 cites W2724796018 @default.
- W3042499215 cites W2783068218 @default.
- W3042499215 cites W2810530730 @default.
- W3042499215 cites W2885249695 @default.
- W3042499215 cites W2914656004 @default.
- W3042499215 cites W2972028840 @default.
- W3042499215 cites W4245324730 @default.
- W3042499215 cites W72017157 @default.
- W3042499215 doi "https://doi.org/10.1016/j.scitotenv.2020.140727" @default.
- W3042499215 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/32755773" @default.
- W3042499215 hasPublicationYear "2020" @default.
- W3042499215 type Work @default.
- W3042499215 sameAs 3042499215 @default.
- W3042499215 citedByCount "11" @default.
- W3042499215 countsByYear W30424992152021 @default.
- W3042499215 countsByYear W30424992152022 @default.
- W3042499215 countsByYear W30424992152023 @default.
- W3042499215 crossrefType "journal-article" @default.