- Three thoughts on soil class maps: Evaluating classification accuracy, Taxonomic vs. geographic soil classes, Soil geoforms & phenoforms
- David Rossiter's Collected Works
- Everything about PostGIS, presentation by P.R.
- Fulltext Search
- Postgres Full-Text Search: A Search Engine in a Database
- ST_Relate and DE-91M full spatial relationship matrix
- Introduction to PostGIS (slides)
- Faster Spatial Indexes
- Optimization in PostGIS
- Scaling Vector Data with Postgres
- HNSW Indexes with Postgres and pgvector
- R Workflow
- NicheMapR
- gradientForest
- blockCV paper
- errors
- https://www.data-imaginist.com/2019/1-giraffe-2-giraffe-go/
- inspectdf
- R / hydrololgy
- daymetr
- RcppAnnoy
- ggpointdensity
- NLMR and landscapetools: An integrated environment for simulating and modifying neutral landscape models in R
- landscapetools
- funflow
- funGraphs
- mgcViz
- xspliner
- LimnoPalettes
- performance
- bigmds
- mvgam
- Hierarchical generalized additive models in ecology: an introduction with mgcv
- A brief introduction to mixed effects modelling and multi-model inference in ecology
- Controversies in Predictive Modeling, Machine Learning, and Validation
- DALEX
- ceteris Paribus
- MRF smooths with mgcv
- Spatial sampling with R (book)
- Multidimensional Scaling With Very Large Datasets
- Categorical Data Analysis Course (Friendly)
- Predicting into unknown space? Estimating the area of applicability of spatial prediction models
- Machine learning-based global maps of ecological variables and the challenge of assessing them
- Spatial validation reveals poor predictive performance of large-scale ecological mapping models
- Paintings predict the distribution of species, or the challenge of selecting environmental predictors and evaluation statistics
- https://towardsdatascience.com/the-inspection-paradox-is-everywhere-2ef1c2e9d709
- https://discourse.datamethods.org/t/some-articles-on-machine-learning-vs-statistical-models/4011/2
- Why are we using black box models?
- Spatial CV
- Analysis of Spatial Patterns: Current State and Future Challenges
- https://nowosad.github.io/post/ent-bp1/
- https://nowosad.github.io/post/sabre-bp/
- https://r-spatialecology.github.io/ialena-2020/
- regional
- motif
- belg
- The use of spatial information in entropy measures
- {philentropy} package: Information Theory
- Cross Entropy Clustering
- landscapemetrics
- Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences
- Evaluation (not validation) of quantitative models
- EEMT 1.0
- Scientific discovery in a model-centric framework: Reproducibility, innovation, and epistemic diversity
- Soil Moisture and Redoximorphic Features: A Historical Perspective
- https://www.soil-discuss.net/soil-2019-57/soil-2019-57.pdf
- https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2019JF005069
- https://dl.sciencesocieties.org/publications/sssaj/articles/83/3/772
- https://science.sciencemag.org/content/365/6455/eaav0550
- EEMT, 2015 updates
- ped shape quantification
- Re-politicising soils: What is the role of soil framings in setting the agenda?
- Soil maps of The Netherlands
- Topographic controls of soil organic carbon on soil-mantled landscapes
- Differing views of soil and pedogenesis by two masters: Darwin and Dokuchaev
- Cation exchange in forest soils: the need for a new perspective
- Perspectives on validation in digital soil mapping of continuous attributes—A review
- DSM: good, bad, ugly?
- Model averaging for mapping topsoil organic carbon in France
- Addressing the issue of digital mapping of soil classes with imbalanced class observations
- Evaluating sampling efforts of standard laboratory analysis and mid-infrared spectroscopy for cost effective digital soil mapping at field scale
- DSM peatlands
- Comparing algorithms to disaggregate complex soil polygons in contrasting environments
- 2018 POLARIS over-sold
- Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables
- Using bias correction and ensemble modelling for predictive mapping and related uncertainty: A case study in digital soil mapping
- Multiscale evaluations of global, national and regional digital soil mapping products in France
- Comparing the prediction performance, uncertainty quantification and extrapolation potential of regression kriging and random forest while accounting for soil measurement errors
- Assessment of global, national and regional-level digital soil mapping products at different spatial supports
- Neighborhood Size of Training Data Influences Soil Map Disaggregation
- Benefits of hierarchical predictions for digital soil mapping—An approach to map bimodal soil pH
- Color Profiles of Representative Soils. Atlas of American Agriculture
- A Comparative Review of Methods of Using Soil Colors and their Patterns for Wetland Ecology and Management
- LOOKING AT SOILS FROM SPACE
- Comparison of visual and instrumental measurements of soil color with different low-cost colorimeters
- New perspectives to use Munsell color charts with electronic devices
- The use of soil classification in journal papers between 1975 and 2014
- Whats in a name? Importance of soil taxonomy...
- Alternative to ST, blah
- Revisiting the Pedocal/Pedalfer boundary and Soil Moisture Regimes using the javaNewhall simulation model and PRISM data
- Spatial Estimates of Soil Moisture for Understanding Ecological Potential and Risk: A Case Study for Arid and Semi-Arid Ecosystems
- Green-Ampt Infiltration Parameters from Soils Data
- https://onlinelibrary.wiley.com/doi/full/10.1111/1752-1688.12735
- https://dl.sciencesocieties.org/publications/vzj/articles/18/1/180191
- Scale issues in hydrology
- The Limits of Homogenization: What Hydrological Dynamics can a Simple Model Represent at the Catchment Scale?
- Predicting the Campbell Soil Water Retention Function: Comparing Visible–Near-Infrared Spectroscopy with Classical Pedotransfer Function
- Water balance as an indicator of natural resource condition: Case studies from Great Sand Dunes National Park and Preserve
- Climatic water deficit, tree speciesranges, and climate change in YosemiteNational Park
- Mapping time-to-trafficability for California agricultural soils after dormant season deep wetting
- Dead or dying? Quantifying the point of no return from hydraulic failure in drought‐induced tree mortality
- Humboldt’s enigma: What causes global patterns of mountain biodiversity?
- https://www.ted.com/talks/asmeret_asefaw_berhe_a_climate_change_solution_that_s_right_under_our_feet