An object-oriented approach to the analysis of spatial complex data over stream-network domains
Tài liệu tham khảo
Bosq, 2000
Caballero, 2013, A universal kriging approach for spatial functional data, Stochast. Environ. Res. Risk Assess., 27, 1553, 10.1007/s00477-013-0691-4
Cressie, 2006, Spatial prediction on a river network, J. Agric. Biol. Environ. Stat., 11, 127, 10.1198/108571106X110649
Curriero, 2006, On the use of non-Euclidean distance measures in geostatistics, Math. Geol., 38, 907, 10.1007/s11004-006-9055-7
Haggarty, 2014, Spatially weighted functional clustering of river network data, J. R. Stat. Soc., 64, 491, 10.1111/rssc.12082
Hörmann, 2011, Consistency of the mean and the principal components of spatially distributed functional data, Bernoulli, 19, 1535
Horváth, 2012
Marron, 2014, Overview of object oriented data analysis, Biom. J., 56, 732, 10.1002/bimj.201300072
Mateu, 2021
Menafoglio, 2018, Random domain decompositions for object-oriented Kriging over complex domains, Stochast. Environ. Res. Risk Assess., 32, 3421, 10.1007/s00477-018-1596-z
Menafoglio, 2021, Kriging Riemannian data via random domain decompositions, J. Comput. Graph. Statist., 30, 709, 10.1080/10618600.2020.1853548
Menafoglio, 2017, Statistical analysis of complex and spatially dependent data: A review of Object Oriented Spatial Statistics, European J. Oper. Res., 258, 401, 10.1016/j.ejor.2016.09.061
Menafoglio, 2019, O2S2: A new venue for computational geostatistics, Appl. Comput. Geosci., 2, 10.1016/j.acags.2019.100007
Menafoglio, 2013, A universal Kriging predictor for spatially dependent functional data of a Hilbert space, Electron. J. Stat., 7, 2209, 10.1214/13-EJS843
Peterson, 2007, Geostatistical modelling on stream networks: Developing valid covariance matrices based on hydrologic distance and stream flow, Freshw. Biol., 52, 267, 10.1111/j.1365-2427.2006.01686.x
Peterson, 2010, A mixed-model moving-average approach to geostatistical modeling in stream networks, Ecology, 91, 644, 10.1890/08-1668.1
R Core Team, 2020
Ramsay, 2005
Van Den Boogaart, 2014, Bayes Hilbert Spaces, Australian New Zealand J. Stat., 56, 171, 10.1111/anzs.12074
Ver Hoef, 2010, A moving average approach for spatial statistical models of stream networks, J. Amer. Statist. Assoc., 105, 6, 10.1198/jasa.2009.ap08248
Ver Hoef, 2014, SSN: An R package for spatial statistical modeling on stream networks, J. Stat. Softw., 56, 1
Ver Hoef, 2006, Spatial statistical models that use flow and stream distance, Environ. Ecol. Stat., 13, 449, 10.1007/s10651-006-0022-8
Yaglom, 1987, vol. 1
Zhu, 2007
Zimmerman, 2017, The torgegram for fluvial variography, J. Comput. Graph. Statist., 13, 253, 10.1080/10618600.2016.1247006
