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Self-organizing map of soil properties in the context of hydrological modeling
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Outgoing claims: the papers this work cites, builds on, or argues with.
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Maximum rooting depth of vegetation types at the global scale
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Self-organized formation of topologically correct feature maps
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Classification of Soil Groups Using Weights-of-Evidence-Method and RBFLN-Neural Nets
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Parameters optimization based on the combination of localization and auto-calibration of SWAT model in a small watershed in Chinese Loess Plateau
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River flow forecasting through conceptual models part I — A discussion of principles
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Optimal observation network in geostatistics and underground hydrology
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Evaluation of potential evapotranspiration assessment methods for hydrological modelling with SWAT—Application in data-scarce rural Tunisia
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An accurate evaluation of water availability in sub-arid Mediterranean watersheds through SWAT: Cega-Eresma-Adaja
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A modified tunneling function method for non-smooth global optimization and its application in artificial neural network
inferredcites →https://doi.org/10.1016/j.aqpro.2015.02.126openalex-snapshot
A Review on Hydrological Models
inferredcites →https://doi.org/10.1016/j.ecolmodel.2005.01.025openalex-snapshot
Sensitivity of the SWAT model to the soil and land use data parametrisation: a case study in the Thyle catchment, Belgium
inferredcites →https://doi.org/10.1016/j.ecolmodel.2007.07.004openalex-snapshot
Analysing the effects of soil properties changes associated with land use changes on the simulated water balance: A comparison of three hydrological catchment models for scenario analysis
inferredcites →https://doi.org/10.1016/j.ecolmodel.2014.03.018openalex-snapshot
Moving away from the geostatistical lamppost: Why, where, and how does the spatial heterogeneity of soils matter?
inferredcites →https://doi.org/10.1016/j.envsoft.2007.10.001openalex-snapshot
Review of the self-organizing map (SOM) approach in water resources: Analysis, modelling and application
inferredcites →https://doi.org/10.1016/j.jenvman.2007.03.016openalex-snapshot
Effects of soil data resolution on SWAT model stream flow and water quality predictions
inferredcites →https://doi.org/10.1016/j.jhydrol.2005.09.008openalex-snapshot
A global sensitivity analysis tool for the parameters of multi-variable catchment models
inferredcites →https://doi.org/10.1016/j.jhydrol.2012.07.036openalex-snapshot
Approaches of soil data aggregation for hydrologic simulations
inferredcites →https://doi.org/10.1016/j.jhydrol.2017.11.015openalex-snapshot
Exploration of warm-up period in conceptual hydrological modelling
inferredcites →https://doi.org/10.1016/j.soilbio.2018.01.030openalex-snapshot
Soil quality – A critical review
inferredcites →https://doi.org/10.1016/s0016-7061(98)00078-0openalex-snapshot
Geostatistics in soil science: state-of-the-art and perspectives
inferredcites →https://doi.org/10.1016/s0022-1694(01)00554-6openalex-snapshot
Scale-dependent soil and climate variability effects on watershed water balance of the SWAT model
inferredcites →https://doi.org/10.1016/s0022-1694(97)00059-0openalex-snapshot
Including spatially variable effective soil depths in TOPMODEL
inferredcites →https://doi.org/10.1029/2008wr007319openalex-snapshot
Geomorphically based predictive mapping of soil thickness in upland watersheds
inferredcites →https://doi.org/10.1029/97wr03495openalex-snapshot
Toward improved calibration of hydrologic models: Multiple and noncommensurable measures of information
inferredcites →https://doi.org/10.1061/(asce)0733-9429(1991)117:6(725)openalex-snapshot
Investigation of Curve Number Procedure
inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000118openalex-snapshot
Comparison of Linear and Nonlinear Kriging Methods for Characterization and Interpolation of Soil Data
inferredcites →https://doi.org/10.1109/72.846731openalex-snapshot
Clustering of the self-organizing map
inferredcites →https://doi.org/10.1109/iciafs.2010.5715648openalex-snapshot
Exploratory data analysis with Multi-Layer Growing Self-Organizing Maps
inferredcites →https://doi.org/10.1109/tpami.1979.4766909openalex-snapshot
A Cluster Separation Measure
inferredcites →https://doi.org/10.1111/j.1365-2389.1983.tb01057.xopenalex-snapshot
Multiscale sources of spatial variation in soil. I. The application of fractal concepts to nested levels of soil variation
inferredcites →https://doi.org/10.1111/j.1365-2435.2007.01267.xopenalex-snapshot
Rooting depth and soil moisture control Mediterranean woody seedling survival during drought
inferredcites →https://doi.org/10.1111/j.1752-1688.1998.tb05961.xopenalex-snapshot
LARGE AREA HYDROLOGIC MODELING AND ASSESSMENT PART I: MODEL DEVELOPMENT 1
inferredcites →https://doi.org/10.1111/sum.12169openalex-snapshot
Exploring soil databases: a self‐organizing map approach
inferredcites →https://doi.org/10.1191/0309133303pp366raopenalex-snapshot
Predictive soil mapping: a review
inferredcites →https://doi.org/10.13031/2013.23153openalex-snapshot
Model Evaluation Guidelines for Systematic Quantification of Accuracy in Watershed Simulations
inferredcites →https://doi.org/10.13031/trans.57.9557openalex-snapshot
The Use of Soil Taxonomy as a Soil Type Identifier for the Shasta Lake Watershed Using SWAT
inferredcites →https://doi.org/10.15446/acag.v66n2.53282openalex-snapshot
Modelling effective soil depth at field scale from soil sensors and geomorphometric indices
inferredcites →https://doi.org/10.18637/jss.v021.i05openalex-snapshot
Self- and Super-organizing Maps in R : The kohonen Package
inferredcites →https://doi.org/10.18637/jss.v061.i06openalex-snapshot
NbClust : An R Package for Determining the Relevant Number of Clusters in a Data Set
inferredcites →https://doi.org/10.2113/gsecongeo.58.8.1246openalex-snapshot
Principles of geostatistics
inferredcites →https://doi.org/10.2136/vzj2004.1340openalex-snapshot
Estimating Uncertain Flow and Transport Parameters Using a Sequential Uncertainty Fitting Procedure
inferredcites →https://doi.org/10.3390/w10030274openalex-snapshot
Separating Wet and Dry Years to Improve Calibration of SWAT in Barrett Watershed, Southern California
inferredcites →https://doi.org/10.3390/w9090709openalex-snapshot
Assessing the Uncertainty of Multiple Input Datasets in the Prediction of Water Resource Components
inferredcites →https://doi.org/10.5121/ijnsa.2013.5414openalex-snapshot
An Improved MULTI-SOM Algorithm
inferredcites →https://doi.org/10.7763/ijfcc.2015.v4.384openalex-snapshot
A Comparative Study of Multi-SOM Algorithms for Determining the Optimal Number of Clusters
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Influence of Spatial Discretization on Swat Model Performance: Exploring the Impact of Input Datasets in a Coastal Mediterranean Watershed
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Analysis of heavy metal and polycyclic aromatic hydrocarbon pollution characteristics of a typical metal rolling industrial site based on data mining
inferred← citeshttps://doi.org/10.1007/s12145-020-00499-wopenalex-snapshot
Mapping soil erosion rates using self-organizing map (SOM) and geographic information system (GIS) on hillslopes
inferred← citeshttps://doi.org/10.1007/s12524-024-01995-yopenalex-snapshot
Temporal and Spatial Patterns of XCO2 and SIF as Observed by OCO-2: A Case Study in the Midwest Region of Brazil
inferred← citeshttps://doi.org/10.1016/j.agwat.2025.109761openalex-snapshot
The potential of novel remote sensing evapotranspiration data and global soil maps for SWAT+ agro-hydrological modeling in data-scarce regions of the North Mediterranean
inferred← citeshttps://doi.org/10.1016/j.catena.2022.106381openalex-snapshot
Evaluation of global and continental scale soil maps for southern Africa using selected soil properties
inferred← citeshttps://doi.org/10.1016/j.ecolind.2023.110070openalex-snapshot
Examining village characteristics for forest management using self- and geographic self-organizing maps: A case from the Baekdudaegan mountain range network in Korea
inferred← citeshttps://doi.org/10.1016/j.jag.2021.102608openalex-snapshot
Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data
inferred← citeshttps://doi.org/10.1016/j.jhydrol.2022.127993openalex-snapshot
Global soil moisture drought identification and responses to natural and anthropogenic forcings
inferred← citeshttps://doi.org/10.1016/j.jhydrol.2025.134787openalex-snapshot
Hydropedological clustering: improving the representation of low streamflows in a semi-distributed hydrological model
inferred← citeshttps://doi.org/10.1038/s41597-023-02536-xopenalex-snapshot
CLSoilMaps: A national soil gridded database of physical and hydraulic soil properties for Chile
inferred← citeshttps://doi.org/10.1038/s41598-025-89395-1openalex-snapshot
Precision soil sampling strategy for the delineation of management zones in olive cultivation using unsupervised machine learning methods
inferred← citeshttps://doi.org/10.1111/1755-0998.13992openalex-snapshot
Missing genotype imputation in non‐model species using self‐organizing maps
inferred← citeshttps://doi.org/10.28940/terra.v41i0.1566openalex-snapshot
Modelación hidrológica con el modelo SWAT empleando diferentes distribuciones espaciales del tipo suelo en la cuenca del Río Mixteco
inferred← citeshttps://doi.org/10.3389/feart.2022.875145openalex-snapshot
Comprehensive Analysis for Long-Term Hydrological Simulation by Deep Learning Techniques and Remote Sensing
inferred← citeshttps://doi.org/10.3390/eng6040065openalex-snapshot
Sensitivity Analysis of Soil Hydraulic Parameters for Improved Flow Predictions in an Atlantic Forest Watershed Using the MOHID-Land Platform
inferred← citeshttps://doi.org/10.3390/hydrology11040045openalex-snapshot
Evaluation of the Impact of Climate Change on the Water Balance of the Mixteco River Basin with the SWAT Model
inferred← citeshttps://doi.org/10.3390/land13111868openalex-snapshot
Application of the Analytic Network Process for Sub-Watershed Prioritization in the Huehuetan River Basin, Chiapas, Mexico
inferred← citeshttps://doi.org/10.3390/rs13040568openalex-snapshot
Multiscaling NDVI Series Analysis of Rainfed Cereal in Central Spain
inferred← citeshttps://doi.org/10.3390/w17020239openalex-snapshot
Optimizing Spatial Discretization According to Input Data in the Soil and Water Assessment Tool: A Case Study in a Coastal Mediterranean Watershed
inferred← citeshttps://doi.org/10.5194/hess-26-4741-2022openalex-snapshot
Pan evaporation is increased by submerged macrophytes
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