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Estimating the Probability of Vegetation to Be Groundwater Dependent Based on the Evaluation of Tree Models

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/eco.1254openalex-snapshot
Groundwater‐dependent distribution of vegetation in Hailiutu River catchment, a semi‐arid region in China
inferredcites →https://doi.org/10.1007/s10021-005-0054-1openalex-snapshot
Newer Classification and Regression Tree Techniques: Bagging and Random Forests for Ecological Prediction
inferredcites →https://doi.org/10.1007/s10040-006-0125-1openalex-snapshot
Remote sensing and GIS based determination of groundwater dependent ecosystems in the Western Cape, South Africa
inferredcites →https://doi.org/10.1007/s100400050180openalex-snapshot
Eco-hydrology: Groundwater flow and site factors in plant ecology
inferredcites →https://doi.org/10.1016/j.advwatres.2004.08.016openalex-snapshot
Soil-moisture limits on plant uptake: An upscaled relationship for water-limited ecosystems
inferredcites →https://doi.org/10.1016/j.agee.2008.01.014openalex-snapshot
Climate change mitigation: A spatial analysis of global land suitability for clean development mechanism afforestation and reforestation
inferredcites →https://doi.org/10.1016/j.biocon.2004.07.004openalex-snapshot
Sensitivity of conservation planning to different approaches to using predicted species distribution data
inferredcites →https://doi.org/10.1016/j.cosust.2013.11.009openalex-snapshot
Earth observations for global water security
inferredcites →https://doi.org/10.1016/j.ecolmodel.2006.05.021openalex-snapshot
Predicting tree species presence and basal area in Utah: A comparison of stochastic gradient boosting, generalized additive models, and tree-based methods
inferredcites →https://doi.org/10.1016/j.ecolmodel.2008.05.015openalex-snapshot
A comparison of the performance of threshold criteria for binary classification in terms of predicted prevalence and kappa
inferredcites →https://doi.org/10.1016/j.envsci.2011.04.002openalex-snapshot
Groundwater dependent ecosystems. Part I: Hydroecological status and trends
inferredcites →https://doi.org/10.1016/j.envsoft.2010.03.029openalex-snapshot
Marine Geospatial Ecology Tools: An integrated framework for ecological geoprocessing with ArcGIS, Python, R, MATLAB, and C++
inferredcites →https://doi.org/10.1016/j.jhydrol.2010.11.014openalex-snapshot
Remote sensing estimates of supplementary water consumption by arid ecosystems of central Argentina
inferredcites →https://doi.org/10.1016/j.patrec.2005.10.010openalex-snapshot
An introduction to ROC analysis
inferredcites →https://doi.org/10.1016/s0022-1694(03)00018-0openalex-snapshot
Regional groundwater discharge: phreatophyte mapping, groundwater modelling and impact analysis of land-use change
inferredcites →https://doi.org/10.1016/s0309-1708(01)00007-0openalex-snapshot
Plants in water-controlled ecosystems: active role in hydrologic processes and response to water stress
inferredcites →https://doi.org/10.1016/s0309-1708(02)00058-1openalex-snapshot
Ecohydrology of water-controlled ecosystems
inferredcites →https://doi.org/10.1017/cbo9780511535727openalex-snapshot
Ecohydrology of Water-Controlled Ecosystems
inferredcites →https://doi.org/10.1017/s0376892997000088openalex-snapshot
A review of methods for the assessment of prediction errors in conservation presence/absence models
inferredcites →https://doi.org/10.1023/a:1024099825458openalex-snapshot
Tree Induction for Probability-Based Ranking
inferredcites →https://doi.org/10.1029/1999wr900210openalex-snapshot
Ecohydrology: A hydrologic perspective of climate‐soil‐vegetation dynamies
inferredcites →https://doi.org/10.1029/2001wr000826openalex-snapshot
Models of soil moisture dynamics in ecohydrology: A comparative study
inferredcites →https://doi.org/10.1029/2005wr004502openalex-snapshot
A vertically extended stochastic model of soil moisture in the root zone
inferredcites →https://doi.org/10.1029/2008wr007292openalex-snapshot
Ecohydrology of groundwater‐dependent ecosystems: 1. Stochastic water table dynamics
inferredcites →https://doi.org/10.1029/2008wr007293openalex-snapshot
Ecohydrology of groundwater‐dependent ecosystems: 2. Stochastic soil moisture dynamics
inferredcites →https://doi.org/10.1038/ctg.2013.19openalex-snapshot
A Primer on Predictive Models
inferredcites →https://doi.org/10.1046/j.1365-2664.1999.00440.xopenalex-snapshot
Alternative methods for predicting species distribution: an illustration with Himalayan river birds
inferredcites →https://doi.org/10.1046/j.1365-2664.2001.00647.xopenalex-snapshot
Evaluating presence–absence models in ecology: the need to account for prevalence
inferredcites →https://doi.org/10.1080/02626667.2014.889296openalex-snapshot
Hydro-ecology of groundwater-dependent ecosystems: applying basic science to groundwater management
inferredcites →https://doi.org/10.1080/02626667109493029openalex-snapshot
GROUNDWATER DISCHARGE: A COMMON GENERATOR OF DIVERSE GEOLOGIC AND MORPHOLOGIC PHENOMENA
inferredcites →https://doi.org/10.1080/15324982.2011.554953openalex-snapshot
Groundwater Depth and Vegetation in the Ejina Area, China
inferredcites →https://doi.org/10.1093/jpe/rtr005openalex-snapshot
Ecohydrological advances and applications in plant-water relations research: a review
inferredcites →https://doi.org/10.1098/rspa.1999.0477openalex-snapshot
Probabilistic modelling of water balance at a point: the role of climate, soil and vegetation
inferredcites →https://doi.org/10.1111/1365-2664.12495openalex-snapshot
Groundwater salinization intensifies drought impacts in forests and reduces refuge capacity
inferredcites →https://doi.org/10.1111/aec.12126openalex-snapshot
Hydrological and land use determinants of E ucalyptus camaldulensis occurrence in floodplain wetlands
inferredcites →https://doi.org/10.1111/j.1365-2427.2011.02585.xopenalex-snapshot
Groundwater change forecasts widespread forest dieback across an extensive floodplain system
inferredcites →https://doi.org/10.1111/j.1365-2664.2005.01009.xopenalex-snapshot
Predicting plant species’ responses to river regulation: the role of water level fluctuations
inferredcites →https://doi.org/10.1111/j.1365-2664.2006.01214.xopenalex-snapshot
Assessing the accuracy of species distribution models: prevalence, kappa and the true skill statistic (TSS)
inferredcites →https://doi.org/10.1111/j.1745-6584.2000.tb00340.xopenalex-snapshot
Plants As Indicators of Focused Ground Water Discharge to a Northern Minnesota Lake
inferredcites →https://doi.org/10.1126/science.1229881openalex-snapshot
Global Patterns of Groundwater Table Depth
inferredcites →https://doi.org/10.1126/science.3287615openalex-snapshot
Measuring the Accuracy of Diagnostic Systems
inferredcites →https://doi.org/10.1136/bmj.b375openalex-snapshot
Prognosis and prognostic research: what, why, and how?
inferredcites →https://doi.org/10.1145/502512.502540openalex-snapshot
Learning and making decisions when costs and probabilities are both unknown
inferredcites →https://doi.org/10.1146/annurev.ecolsys.110308.120159openalex-snapshot
Species Distribution Models: Ecological Explanation and Prediction Across Space and Time
inferredcites →https://doi.org/10.1155/2013/480210openalex-snapshot
Information Content of Seasonal Forecasts in a Changing Climate
inferredcites →https://doi.org/10.1371/journal.pone.0011249openalex-snapshot
Mapping Groundwater Dependent Ecosystems in California
inferredcites →https://doi.org/10.1525/bio.2010.60.11.6openalex-snapshot
Ecohydrology of Terrestrial Ecosystems
inferredcites →https://doi.org/10.1890/090108openalex-snapshot
Groundwater‐dependent ecosystems in Oregon: an assessment of their distribution and associated threats
inferredcites →https://doi.org/10.2495/wrm150081openalex-snapshot
Random forest for identification and characterization of groundwater dependent ecosystems
inferredcites →https://doi.org/10.3109/10826081003682222openalex-snapshot
Using Decision Tree Analysis to Identify Risk Factors for Relapse to Smoking
inferredcites →https://doi.org/10.3120/0024-9637-56.2.89openalex-snapshot
Effects of Fire and Groundwater Extraction on Alkali Meadow Habitat in Owens Valley, California
inferredcites →https://doi.org/10.3133/sim3169openalex-snapshot
Phreatophytic land-cover map of the northern and central Great Basin Ecoregion: California, Idaho, Nevada, Utah, Oregon, and Wyoming
inferredcites →https://doi.org/10.3390/geosciences6020017openalex-snapshot
A Review of Advances in the Identification and Characterization of Groundwater Dependent Ecosystems Using Geospatial Technologies
inferredcites →https://doi.org/10.3398/064.072.0106openalex-snapshot
Response of an Intermountain Groundwater-Dependent Ecosystem to Water Table Drawdown
inferredcites →https://doi.org/10.3411/col.02232237openalex-snapshot
Groundwater-dependent Biodiversity & Associated Threats: Detailed Methods
inferredcites →https://doi.org/10.5194/hess-19-4229-2015openalex-snapshot
Groundwater-dependent ecosystems: recent insights from satellite and field-based studies

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4816986openalex-extracted
Geospatial and Machine Learning Framework for Delineating Potential Groundwater-Dependent Vegetation Zones in Kruger National Park, South Africa
inferred← citeshttps://doi.org/10.1002/2016ms000901openalex-snapshot
Sensitivity of transpiration to subsurface properties: Exploration with a 1‐D model
inferred← citeshttps://doi.org/10.1016/j.ecohyd.2021.08.013openalex-snapshot
Review: Assessment of climate change impacts on groundwater-dependent ecosystems in transboundary aquifer settings with reference to the Tuli-Karoo transboundary aquifer
inferred← citeshttps://doi.org/10.1016/j.gsd.2026.101617openalex-snapshot
Mapping groundwater-dependent ecosystems in a groundwater flow system: A case in central Mexico
inferred← citeshttps://doi.org/10.1016/j.pce.2025.103860openalex-snapshot
Groundwater modelling applications coupled with space-based observations in groundwater-dependent assessments: A review on applications, challenges, and future research directions
inferred← citeshttps://doi.org/10.1080/03736245.2023.2183890openalex-snapshot
Multispectral remote sensing of potential groundwater dependent vegetation in the greater Floristic region of the Western Cape, South Africa
inferred← citeshttps://doi.org/10.1080/10106049.2021.1948108openalex-snapshot
Impacts of groundwater and climate variability on terrestrial groundwater dependent ecosystems: a review of geospatial assessment approaches and challenges and possible future research directions
inferred← citeshttps://doi.org/10.1080/21580103.2019.1626772openalex-snapshot
Distribution of tree species around springs and trees-springs interplay possibility in the springs area of Soloraya, Central Java, Indonesia
inferred← citeshttps://doi.org/10.1088/1748-9326/ab006aopenalex-snapshot
Year-ahead predictability of South Asian Summer Monsoon precipitation
inferred← citeshttps://doi.org/10.3390/environments3040030openalex-snapshot
Sensitivity Analysis of a Riparian Vegetation Growth Model
inferred← citeshttps://doi.org/10.3390/environments4030055openalex-snapshot
Data-Modelling Applications in Water System Management
inferred← citeshttps://doi.org/10.3390/rs9100986openalex-snapshot
Mapping and Attributing Normalized Difference Vegetation Index Trends for Nepal
inferred← citeshttps://doi.org/10.5194/hess-23-3525-2019openalex-snapshot
Mapping the suitability of groundwater-dependent vegetation in a semi-arid Mediterranean area
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