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- Pedometric_mapping abstract "Pedometric mapping, or statistical soil mapping, is data-driven generation of soil property and class maps that is based on use of statistical methods. The main objective of pedometric mapping is to predict values of some soil variable at unobserved locations and access the uncertainty of that estimate using statistical inference i.e. statistically optimal approaches. From the application point of view, the main objective of soil mapping is to accurately predict response of a soil-plant ecosystem to various soil management strategies. In other words, the main objective of pedometric mapping is to generate maps of soil properties and soil classes that can be used to feed other environmental models or for decision making. Pedometric mapping is largely based on applying geostatistics in soil science and other statistical methods used in pedometrics. Although pedometric mapping is mainly data-driven, it can also largely be based on use of expert knowledge. The expert knowledge, however, needs to be plugged-in into a pedometric computational framework so that it can be used to produce more accurate prediction models. For example, data assimilation techniques, such as the space–time Kalman filter, can be used to integrate pedogenetic knowledge and field observations.In the information theory context, the objective of pedometric mapping is to describe the spatial complexity of soils (information content of soil variables over a geographical area), then represent this complexity using maps, summary measures, mathematical models and simulations. Simulations are a preferred way of visualizing soil patterns as they represent both the deterministic pattern due to the landscape, geographic hot-spots and short range variability (see image below).".
- Pedometric_mapping thumbnail Traditional_soil_map_vs_pedometric_map.png?width=300.
- Pedometric_mapping wikiPageExternalLink casoilresource.lawr.ucdavis.edu.
- Pedometric_mapping wikiPageExternalLink geomorphometry.org.
- Pedometric_mapping wikiPageExternalLink pedometrics.org.
- Pedometric_mapping wikiPageExternalLink fig07.R.
- Pedometric_mapping wikiPageExternalLink www.isric.org.
- Pedometric_mapping wikiPageExternalLink www.pedometrics.org.
- Pedometric_mapping wikiPageID "36184691".
- Pedometric_mapping wikiPageLength "10155".
- Pedometric_mapping wikiPageOutDegree "33".
- Pedometric_mapping wikiPageRevisionID "671568468".
- Pedometric_mapping wikiPageWikiLink Advanced_Spaceborne_Thermal_Emission_and_Reflection_Radiometer.
- Pedometric_mapping wikiPageWikiLink Automated_mapping.
- Pedometric_mapping wikiPageWikiLink BLUP.
- Pedometric_mapping wikiPageWikiLink Best_linear_unbiased_prediction.
- Pedometric_mapping wikiPageWikiLink Category:Cartography.
- Pedometric_mapping wikiPageWikiLink Category:Geostatistics.
- Pedometric_mapping wikiPageWikiLink Category:Pedology.
- Pedometric_mapping wikiPageWikiLink Clorpt.
- Pedometric_mapping wikiPageWikiLink Data_assimilation.
- Pedometric_mapping wikiPageWikiLink Digital_elevation_model.
- Pedometric_mapping wikiPageWikiLink Digital_soil_mapping.
- Pedometric_mapping wikiPageWikiLink Georges_Matheron.
- Pedometric_mapping wikiPageWikiLink Geostatistics.
- Pedometric_mapping wikiPageWikiLink Hans_Jenny_(pedologist).
- Pedometric_mapping wikiPageWikiLink Information_theory.
- Pedometric_mapping wikiPageWikiLink Kalman_filter.
- Pedometric_mapping wikiPageWikiLink Kriging.
- Pedometric_mapping wikiPageWikiLink Landsat.
- Pedometric_mapping wikiPageWikiLink Landsat_program.
- Pedometric_mapping wikiPageWikiLink LiDAR.
- Pedometric_mapping wikiPageWikiLink Lidar.
- Pedometric_mapping wikiPageWikiLink MODIS.
- Pedometric_mapping wikiPageWikiLink Moderate-Resolution_Imaging_Spectroradiometer.
- Pedometric_mapping wikiPageWikiLink Pedometrics.
- Pedometric_mapping wikiPageWikiLink Precision_agriculture.
- Pedometric_mapping wikiPageWikiLink Regression-kriging.
- Pedometric_mapping wikiPageWikiLink Remote_sensing.
- Pedometric_mapping wikiPageWikiLink Reproducibility.
- Pedometric_mapping wikiPageWikiLink Reproducible_research.
- Pedometric_mapping wikiPageWikiLink SRTM.
- Pedometric_mapping wikiPageWikiLink Shuttle_Radar_Topography_Mission.
- Pedometric_mapping wikiPageWikiLink Soil_Moisture_and_Ocean_Salinity.
- Pedometric_mapping wikiPageWikiLink Soil_Moisture_and_Ocean_Salinity_satellite.
- Pedometric_mapping wikiPageWikiLink Soil_map.
- Pedometric_mapping wikiPageWikiLink Soil_mapping.
- Pedometric_mapping wikiPageWikiLink Soil_spectroscopy.
- Pedometric_mapping wikiPageWikiLink Soil_survey.
- Pedometric_mapping wikiPageWikiLink Soil_taxonomy.
- Pedometric_mapping wikiPageWikiLink Statistical_inference.
- Pedometric_mapping wikiPageWikiLink File:Logo_pedometrics_RGB.png.
- Pedometric_mapping wikiPageWikiLink File:Traditional_soil_map_vs_pedometric_map.png.
- Pedometric_mapping wikiPageWikiLinkText "Pedometric mapping".
- Pedometric_mapping wikiPageWikiLinkText "pedometric mapping".
- Pedometric_mapping hasPhotoCollection Pedometric_mapping.
- Pedometric_mapping wikiPageUsesTemplate Template:Citation_needed.
- Pedometric_mapping subject Category:Cartography.
- Pedometric_mapping subject Category:Geostatistics.
- Pedometric_mapping subject Category:Pedology.
- Pedometric_mapping hypernym Generation.
- Pedometric_mapping type Article.
- Pedometric_mapping type Automobile.
- Pedometric_mapping type Type.
- Pedometric_mapping type Article.
- Pedometric_mapping type Classification.
- Pedometric_mapping type Field.
- Pedometric_mapping type Science.
- Pedometric_mapping type Subfield.
- Pedometric_mapping type Type.
- Pedometric_mapping comment "Pedometric mapping, or statistical soil mapping, is data-driven generation of soil property and class maps that is based on use of statistical methods. The main objective of pedometric mapping is to predict values of some soil variable at unobserved locations and access the uncertainty of that estimate using statistical inference i.e. statistically optimal approaches.".
- Pedometric_mapping label "Pedometric mapping".
- Pedometric_mapping sameAs m.0k0qpwy.
- Pedometric_mapping sameAs Q17153607.
- Pedometric_mapping sameAs Q17153607.
- Pedometric_mapping wasDerivedFrom Pedometric_mapping?oldid=671568468.
- Pedometric_mapping depiction Traditional_soil_map_vs_pedometric_map.png.
- Pedometric_mapping isPrimaryTopicOf Pedometric_mapping.