Nonparametric estimation for soil pore size distribution
cytuj
pobierz pliki
RIS BIB ENDNOTEWybierz format
RIS BIB ENDNOTENonparametric estimation for soil pore size distribution
Data publikacji: 25.09.2014
Czasopismo Techniczne, 2013, Automatyka Zeszyt 4-AC (12) 2013, s. 17 - 27
https://doi.org/10.4467/2353737XCT.14.044.3952Autorzy
Nonparametric estimation for soil pore size distribution
The study is concerned with the nonparametric kernel estimation to determine the soil porosity and pore size distribution. The kernel density estimation, the kernel estimation of cumulative distribution function, and the kernel estimator of quantile are considered. After a short description of the method, practical aspects and applications in agricultural science are presented. The nonparametric kernel estimation does not require a priori assumptions relating to the choice of the density function shape. Moreover, its natural interpretation together with its suitable properties makes them an adequate tool among others in estimation methods.
Draper N.R., Smith H., Applied regression analysis, John Wiley and Sons, New York 1981.
Kincaid D., Cheney W., Numerical Analysis, Brooks/Cole, Pacific Grove, 2002.
Koronacki J., Mielniczuk J., Statystyka dla studentów kierunków technicznych i przyrodniczych, WNT, Warszawa 2001.
Król A., Niewczas J., Charytanowicz M., Gonet S., Lichner L., Czachor H., Lamorski K., Water-stable and non-stable soil aggregates and their pore size distributions, 20th International Poster Day and Institute of Hydrology Open Day ‘Transport of water, chemicals and energy in the soil – plant – atmosphere system’, 2012, 870-871.
Kruszewski D., Nonparametric modeling of medical scheme data, Technical Transactions,1-AC/2013, 93-117.
Kulczycki P., Estymatory jądrowe w analizie systemowej, WNT, Warszawa 2005.
Kulczycki P., Charytanowicz M., Conditional Parameter Identification with Different Losses of Under- and Overestimation, Applied Mathematical Modelling, 37 (4), 2013, 2166-2177.
Kulczycki P., Dawidowicz A.L., Kernel Estimator of Quantile, Universitatis Jagiellonicae Acta Mathematica, 37, 2005, 101-112.
Lange K., Numerical analysis for statisticians. Statistics and Computing, Springer, New York 2000.
Motulsky H., Intuitive Biostatistics, Oxford University Press, New York 1995.
Peth S., Nellesen J., Fischer G., Horn R., Non-invasive 3D analysis of local soil deformation under mechanical and hydraulic stresses by μCT and digital image correlation, Soil and Tillage Research, 111 (1), 2010, 3-18.
Pires de Silva A., Imhoff S., Kay B., Plant response to mechanical resistance and air-filled porosity of soils under conventional and no-tillage system, Scientia Agricola, 61 (4), 2004, 451-456.
Sheather S.J., Marron J.S., Kernel quantile estimators, Journal of the American Statistical Association, 85, 1990, 410-416.
Siegel A.F., Statistics and data analysis: an introduction, Wiley and Sons, New York 1988.
Silverman B.W., Density Estimation for Statistics and Data Analysis, Chapman and Hall, London 1986.
Stoer J., Bulirsch R., Wstęp do analizy numerycznej, PWN, Warszawa 1987.
Tadeusiewicz R., Korohoda P., Komputerowa analiza i przetwarzanie obrazów, Wydawnictwo Fundacji Postępu Telekomunikacji, Kraków 1997.
Wand M.P., Jones M.C., Kernel Smoothing, Chapman and Hall, London 1994.
Wojnar L., Majorek M., Komputerowa analiza obrazu, Computer Scanning System, Warszawa 1994.
Zdravkov B., Cermak J., Sefara M., Janku J., Pore classification in the characterization of porous materials: A perspective, Central European Journal of Chemistry, 5 (2), 2007, 385-395.
Informacje: Czasopismo Techniczne, 2013, Automatyka Zeszyt 4-AC (12) 2013, s. 17 - 27
Typ artykułu: Oryginalny artykuł naukowy
Tytuły:
Nonparametric estimation for soil pore size distribution
Nonparametric estimation for soil pore size distribution
Institute of Mathematics and Computer Science, The John Paul II Catholic University of Lublin; System Research Institute, Polish Academy of Sciences
Publikacja: 25.09.2014
Status artykułu: Otwarte
Licencja: Żadna
Udział procentowy autorów:
Korekty artykułu:
-Języki publikacji:
AngielskiLiczba wyświetleń: 1902
Liczba pobrań: 1109