Research graph
References from Responses of Groundwater Bacterial Communities to Extreme Rainfall in the Western North China Plain Based on 16S rRNA Sequencing. Local targets link to admitted publications; unresolved targets remain external evidence.
Diversity, biogeography and assembly mechanisms of groundwater microbiomes
10.1038/s43017-026-00813-y · 2026 · External reference
Groundwater microbiomes balance resilience and vulnerability to hydroclimatic extremes
10.1038/s43247-025-02680-9 · 2025 · External reference
May microbial ecological baseline exist in continental groundwater?
10.1186/s40168-023-01572-4 · 2023 · External reference
Conditionally rare taxa disproportionately contribute to temporal changes in microbial diversity
10.1128/mbio.01371-14 · 2014 · External reference
10.3389/fmicb.2023.1111383
10.3389/fmicb.2023.1111383 · External reference
Differential depth distribution of microbial function and putative symbionts through sediment-hosted aquifers in the deep terrestrial subsurface
10.1038/s41564-017-0098-y · 2018 · External reference
Integrated hydrological modeling of the North China Plain and implications for sustainable water management
10.5194/hess-17-3759-2013 · 2013 · External reference
Groundwater nitrate responses to extreme rainfall in alluvial–diluvial plain aquifers: Evidence from hydrogeochemistry and isotopes
10.1016/j.jconhyd.2025.104584 · 2025 · External reference
Evaluating nitrate transport and accumulation in the deep vadose zone of the intensive agricultural region, North China Plain
10.1016/j.scitotenv.2022.153894 · 2022 · External reference
Utilizing stable isotopes and major ions to isolate the recharge regime of an alluvial-proluvial fan aquifer in the piedmont region of the south Taihang Mountains, North China Plain
10.1134/s0097807822601509 · 2023 · External reference
Evaluation of shallow groundwater dynamics after water supplement in North China Plain based on attention-GRU Model
10.1016/j.jhydrol.2023.130085 · 2023 · External reference
Tracking shallow and deep groundwater storage changes in North China Plain with improved fusion method and hybrid spectral analysis approach
10.1016/j.jhydrol.2024.131001 · 2024 · External reference
Changes in flow and chemistry of groundwater heavily affected by human impacts in the Baiyangdian catchment of the North China Plain
10.1007/s12665-017-6918-9 · 2017 · External reference
10.3390/w11030539
10.3390/w11030539 · External reference
Rainfall intensity affects the recharge mechanisms of groundwater in a headwater basin of the North China Plain
10.1016/j.apgeochem.2023.105742 · 2023 · External reference
Variation of nitrate sources affected by precipitation with different intensities in groundwater in the piedmont plain area of alluvial-pluvial fan
10.1016/j.jenvman.2024.121885 · 2024 · External reference
10.3390/w16030459
10.3390/w16030459 · External reference
Organic contamination pressure shapes spatiotemporal variability of shallow groundwater bacterial communities and temporal patterns when facing new environmental disturbances
10.1016/j.jhydrol.2025.132764 · 2025 · External reference
Nitrogen fixation and diazotroph diversity in groundwater systems
10.1038/s41396-023-01513-x · 2023 · External reference
Nitrogen cycling and microbial cooperation in the terrestrial subsurface
10.1038/s41396-022-01300-0 · 2022 · External reference
Energy efficiency and biological interactions define the core microbiome of deep oligotrophic groundwater
10.1038/s41467-021-24549-z · 2021 · External reference
A predicted CRISPR-mediated symbiosis between uncultivated archaea
10.1038/s41564-023-01439-2 · 2023 · External reference
Global river water quality under climate change and hydroclimatic extremes
10.1038/s43017-023-00472-3 · 2023 · External reference
Groundwater flooding: Ecosystem structure following an extreme recharge event
10.1016/j.scitotenv.2018.10.216 · 2019 · External reference
Environmental stressors altered the groundwater microbiome and nitrogen cycling: A focus on influencing mechanisms and pathways
10.1016/j.scitotenv.2023.167004 · 2023 · External reference
Deterministic influences exceed dispersal effects on hydrologically-connected microbiomes
10.1111/1462-2920.13720 · 2017 · External reference
System dynamics analysis of water supply and demand in the North China Plain
10.2166/wp.2011.106 · 2012 · External reference
Unresolved reference
External reference
Distribution characteristics, driving factors and risk assessment of nitrate in groundwater of the Yellow River Basin
2026 · External reference
The mystery of rich human gut antibiotic resistome in the Yellow River with hyper-concentrated sediment-laden flow
10.1016/j.watres.2024.121763 · 2024 · External reference
Unresolved reference
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Unresolved reference
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Unresolved reference
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Unresolved reference
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Unresolved reference
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Unresolved reference
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Unresolved reference
External reference
Unresolved reference
External reference
Unresolved reference
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Unresolved reference
External reference
Unresolved reference
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Unresolved reference
External reference
Global patterns of 16S rRNA diversity at a depth of millions of sequences per sample
10.1073/pnas.1000080107 · 2011 · External reference
Fastp: An ultra-fast all-in-one FASTQ preprocessor
10.1093/bioinformatics/bty560 · 2018 · External reference
Search and clustering orders of magnitude faster than BLAST
10.1093/bioinformatics/btq461 · 2010 · External reference
UPARSE: Highly accurate OTU sequences from microbial amplicon reads
10.1038/nmeth.2604 · 2013 · External reference
Flavonoid-mediated bacterial spermidine biosynthesis enhances vitamin accumulation in tomato fruits
10.1038/s41467-025-68244-9 · 2026 · External reference
Naïve bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy
10.1128/aem.00062-07 · 2007 · External reference
The rare bacterial biosphere
10.1146/annurev-marine-120710-100948 · 2012 · External reference
Distinct patterns and processes of abundant and rare eukaryotic plankton communities following a reservoir cyanobacterial bloom
10.1038/s41396-018-0159-0 · 2018 · External reference
10.3389/fmicb.2017.01912
10.3389/fmicb.2017.01912 · External reference
Predictive functional profiling of microbial communities using 16S rRNA marker gene sequences
10.1038/nbt.2676 · 2013 · External reference
10.1186/s12866-024-03360-y
10.1186/s12866-024-03360-y · External reference
KEGG for integration and interpretation of large-scale molecular data sets
10.1093/nar/gkr988 · 2012 · External reference
Metagenomic profiles of the resistome in subtropical estuaries: Co-occurrence patterns, indicative genes, and driving factors
10.1016/j.scitotenv.2021.152263 · 2022 · External reference
Metagenomic and network analysis reveal wide distribution and co-occurrence of environmental antibiotic resistance genes
10.1038/ismej.2015.59 · 2015 · External reference
Metagenomic biomarker discovery and explanation
10.1186/gb-2011-12-6-r60 · 2011 · External reference
Modeling taxa-abundance distributions in microbial communities using environmental sequence data
10.1007/s00248-006-9141-x · 2007 · External reference
Climate warming leads to divergent succession of grassland microbial communities
10.1038/s41558-018-0254-2 · 2018 · External reference
A general framework for quantitatively assessing ecological stochasticity
10.1073/pnas.1904623116 · 2019 · External reference
Fungal community demonstrates stronger dispersal limitation and less network connectivity than bacterial community in sediments along a large river
10.1111/1462-2920.14795 · 2020 · External reference
Extreme precipitation accelerates the contribution of nitrate sources from anthropogenetic activities to groundwater in a typical headwater area of the North China Plain
10.1016/j.jhydrol.2021.127110 · 2021 · External reference
Rainfall-induced changes in aquatic microbial communities and stability of dissolved organic matter: Insight from a Fen River analysis
10.1016/j.envres.2024.118107 · 2024 · External reference
Responses of groundwater microorganisms to climate change: A review
2026 · External reference
Panarchy: Understanding transformations in human and natural systems
2002 · External reference
Recovery of freshwater microbial communities after extreme rain events is mediated by cyclic succession
10.1038/s41564-020-00852-1 · 2021 · External reference
Toward an ecological classification of soil bacteria
10.1890/05-1839 · 2007 · External reference
Microbial modulators of soil carbon storage: Integrating genomic and metabolic knowledge for global prediction
10.1016/j.tim.2013.09.005 · 2013 · External reference
The biomass and biodiversity of the continental subsurface
10.1038/s41561-018-0221-6 · 2018 · External reference
Transport, dispersion, and degradation of nonpoint source contaminants during flood-managed aquifer recharge
10.1002/vzj2.20307 · 2024 · External reference
Abundant fungi adapt to broader environmental gradients than rare fungi in agricultural fields
10.1111/gcb.15130 · 2020 · External reference
Community structure follows simple assembly rules in microbial microcosms
10.1038/s41559-017-0109 · 2017 · External reference
Anaerobic ammonium oxidation is a major N-sink in aquifer systems around the world
10.1038/s41396-019-0513-x · 2020 · External reference
Contrasting responses of diazotrophic specialists, opportunists, and generalists to steppe types in Inner Mongolia
10.1016/j.catena.2019.104168 · 2019 · External reference
Co-occurrence networks reveal more complexity than community composition in resistance and resilience of microbial communities
10.1038/s41467-022-31343-y · 2022 · External reference
Rare microbial taxa as the major drivers of ecosystem multifunctionality in long-term fertilized soils
10.1016/j.soilbio.2019.107686 · 2020 · External reference
Cohesion: A method for quantifying the connectivity of microbial communities
10.1038/ismej.2017.91 · 2017 · External reference
Damming river shapes distinct patterns and processes of planktonic bacterial and microeukaryotic communities
10.1111/1462-2920.15872 · 2022 · External reference
Keystone Taxa as Drivers of Microbiome Structure and Functioning
10.1038/s41579-018-0024-1 · 2018 · External reference
Abundance of Kinless Hubs within Soil Microbial Networks Are Associated with High Functional Potential in Agricultural Ecosystems
10.1016/j.envint.2020.105869 · 2020 · External reference
Disentangling Microbial Interaction Networks
10.1016/j.tim.2025.01.013 · 2025 · External reference
Neutral assembly of bacterial communities
10.1111/j.1574-6941.2007.00379.x · 2007 · External reference
Limiting similarity and functional diversity along environmental gradients
10.1111/j.1461-0248.2004.00720.x · 2005 · External reference
Microbial responses to simulated water erosion in relation to organic carbon dynamics on a hilly cropland in subtropical China
10.1016/j.ecoleng.2013.07.040 · 2013 · External reference
Stochastic and deterministic assembly processes in subsurface microbial communities
10.1038/ismej.2012.22 · 2012 · External reference
Direct quantification of ecological drift at the population level in synthetic bacterial communities
10.1038/s41396-020-00754-4 · 2021 · External reference
Deciphering sulfur-based denitrification in confined alluvial-lacustrine aquifers through multi-isotope (15N, 34S, 13C, and 18O) and metagenomic analyses
10.1021/acs.est.5c09851 · 2026 · External reference
10.3389/fmicb.2022.1029564
10.3389/fmicb.2022.1029564 · External reference
Groundwater discharge as a driver of methane emissions from Arctic Lakes
10.1038/s41467-022-31219-1 · 2022 · External reference
Microbes drive more carbon dioxide and nitrous oxide emissions from wetland under long-term nitrogen enrichment
10.1016/j.watres.2024.122942 · 2025 · External reference
Spatiotemporal successions of N, S, C, Fe, and As cycling genes in groundwater of a wetland ecosystem: Enhanced heterogeneity in wet season
10.1016/j.watres.2024.121105 · 2024 · External reference
Transport, dispersion, and degradation of nonpoint source contaminants during flood-managed aquifer recharge
10.1002/vzj2.20307 · ExternalCitation · doi-reference
Modeling taxa-abundance distributions in microbial communities using environmental sequence data
10.1007/s00248-006-9141-x · ExternalCitation · doi-reference
Changes in flow and chemistry of groundwater heavily affected by human impacts in the Baiyangdian catchment of the North China Plain
10.1007/s12665-017-6918-9 · ExternalCitation · doi-reference
Rainfall intensity affects the recharge mechanisms of groundwater in a headwater basin of the North China Plain
10.1016/j.apgeochem.2023.105742 · ExternalCitation · doi-reference
Contrasting responses of diazotrophic specialists, opportunists, and generalists to steppe types in Inner Mongolia
10.1016/j.catena.2019.104168 · ExternalCitation · doi-reference
Microbial responses to simulated water erosion in relation to organic carbon dynamics on a hilly cropland in subtropical China
10.1016/j.ecoleng.2013.07.040 · ExternalCitation · doi-reference
Abundance of Kinless Hubs within Soil Microbial Networks Are Associated with High Functional Potential in Agricultural Ecosystems
10.1016/j.envint.2020.105869 · ExternalCitation · doi-reference
Rainfall-induced changes in aquatic microbial communities and stability of dissolved organic matter: Insight from a Fen River analysis
10.1016/j.envres.2024.118107 · ExternalCitation · doi-reference
Groundwater nitrate responses to extreme rainfall in alluvial–diluvial plain aquifers: Evidence from hydrogeochemistry and isotopes
10.1016/j.jconhyd.2025.104584 · ExternalCitation · doi-reference
Variation of nitrate sources affected by precipitation with different intensities in groundwater in the piedmont plain area of alluvial-pluvial fan
10.1016/j.jenvman.2024.121885 · ExternalCitation · doi-reference
Extreme precipitation accelerates the contribution of nitrate sources from anthropogenetic activities to groundwater in a typical headwater area of the North China Plain
10.1016/j.jhydrol.2021.127110 · ExternalCitation · doi-reference
Evaluation of shallow groundwater dynamics after water supplement in North China Plain based on attention-GRU Model
10.1016/j.jhydrol.2023.130085 · ExternalCitation · doi-reference
Tracking shallow and deep groundwater storage changes in North China Plain with improved fusion method and hybrid spectral analysis approach
10.1016/j.jhydrol.2024.131001 · ExternalCitation · doi-reference
Organic contamination pressure shapes spatiotemporal variability of shallow groundwater bacterial communities and temporal patterns when facing new environmental disturbances
10.1016/j.jhydrol.2025.132764 · ExternalCitation · doi-reference
Groundwater flooding: Ecosystem structure following an extreme recharge event
10.1016/j.scitotenv.2018.10.216 · ExternalCitation · doi-reference
Metagenomic profiles of the resistome in subtropical estuaries: Co-occurrence patterns, indicative genes, and driving factors
10.1016/j.scitotenv.2021.152263 · ExternalCitation · doi-reference
Evaluating nitrate transport and accumulation in the deep vadose zone of the intensive agricultural region, North China Plain
10.1016/j.scitotenv.2022.153894 · ExternalCitation · doi-reference
Environmental stressors altered the groundwater microbiome and nitrogen cycling: A focus on influencing mechanisms and pathways
10.1016/j.scitotenv.2023.167004 · ExternalCitation · doi-reference
Rare microbial taxa as the major drivers of ecosystem multifunctionality in long-term fertilized soils
10.1016/j.soilbio.2019.107686 · ExternalCitation · doi-reference
Microbial modulators of soil carbon storage: Integrating genomic and metabolic knowledge for global prediction
10.1016/j.tim.2013.09.005 · ExternalCitation · doi-reference
Disentangling Microbial Interaction Networks
10.1016/j.tim.2025.01.013 · ExternalCitation · doi-reference
Spatiotemporal successions of N, S, C, Fe, and As cycling genes in groundwater of a wetland ecosystem: Enhanced heterogeneity in wet season
10.1016/j.watres.2024.121105 · ExternalCitation · doi-reference
The mystery of rich human gut antibiotic resistome in the Yellow River with hyper-concentrated sediment-laden flow
10.1016/j.watres.2024.121763 · ExternalCitation · doi-reference
Microbes drive more carbon dioxide and nitrous oxide emissions from wetland under long-term nitrogen enrichment
10.1016/j.watres.2024.122942 · ExternalCitation · doi-reference
Deciphering sulfur-based denitrification in confined alluvial-lacustrine aquifers through multi-isotope (15N, 34S, 13C, and 18O) and metagenomic analyses
10.1021/acs.est.5c09851 · ExternalCitation · doi-reference
Stochastic and deterministic assembly processes in subsurface microbial communities
10.1038/ismej.2012.22 · ExternalCitation · doi-reference
Metagenomic and network analysis reveal wide distribution and co-occurrence of environmental antibiotic resistance genes
10.1038/ismej.2015.59 · ExternalCitation · doi-reference
Cohesion: A method for quantifying the connectivity of microbial communities
10.1038/ismej.2017.91 · ExternalCitation · doi-reference
Predictive functional profiling of microbial communities using 16S rRNA marker gene sequences
10.1038/nbt.2676 · ExternalCitation · doi-reference
UPARSE: Highly accurate OTU sequences from microbial amplicon reads
10.1038/nmeth.2604 · ExternalCitation · doi-reference
Distinct patterns and processes of abundant and rare eukaryotic plankton communities following a reservoir cyanobacterial bloom
10.1038/s41396-018-0159-0 · ExternalCitation · doi-reference
Anaerobic ammonium oxidation is a major N-sink in aquifer systems around the world
10.1038/s41396-019-0513-x · ExternalCitation · doi-reference
Direct quantification of ecological drift at the population level in synthetic bacterial communities
10.1038/s41396-020-00754-4 · ExternalCitation · doi-reference
Nitrogen cycling and microbial cooperation in the terrestrial subsurface
10.1038/s41396-022-01300-0 · ExternalCitation · doi-reference
Nitrogen fixation and diazotroph diversity in groundwater systems
10.1038/s41396-023-01513-x · ExternalCitation · doi-reference
Energy efficiency and biological interactions define the core microbiome of deep oligotrophic groundwater
10.1038/s41467-021-24549-z · ExternalCitation · doi-reference
Groundwater discharge as a driver of methane emissions from Arctic Lakes
10.1038/s41467-022-31219-1 · ExternalCitation · doi-reference
Co-occurrence networks reveal more complexity than community composition in resistance and resilience of microbial communities
10.1038/s41467-022-31343-y · ExternalCitation · doi-reference
Flavonoid-mediated bacterial spermidine biosynthesis enhances vitamin accumulation in tomato fruits
10.1038/s41467-025-68244-9 · ExternalCitation · doi-reference
Climate warming leads to divergent succession of grassland microbial communities
10.1038/s41558-018-0254-2 · ExternalCitation · doi-reference
Community structure follows simple assembly rules in microbial microcosms
10.1038/s41559-017-0109 · ExternalCitation · doi-reference
The biomass and biodiversity of the continental subsurface
10.1038/s41561-018-0221-6 · ExternalCitation · doi-reference
Differential depth distribution of microbial function and putative symbionts through sediment-hosted aquifers in the deep terrestrial subsurface
10.1038/s41564-017-0098-y · ExternalCitation · doi-reference
Recovery of freshwater microbial communities after extreme rain events is mediated by cyclic succession
10.1038/s41564-020-00852-1 · ExternalCitation · doi-reference
A predicted CRISPR-mediated symbiosis between uncultivated archaea
10.1038/s41564-023-01439-2 · ExternalCitation · doi-reference
Keystone Taxa as Drivers of Microbiome Structure and Functioning
10.1038/s41579-018-0024-1 · ExternalCitation · doi-reference
Global river water quality under climate change and hydroclimatic extremes
10.1038/s43017-023-00472-3 · ExternalCitation · doi-reference
Diversity, biogeography and assembly mechanisms of groundwater microbiomes
10.1038/s43017-026-00813-y · ExternalCitation · doi-reference
Groundwater microbiomes balance resilience and vulnerability to hydroclimatic extremes
10.1038/s43247-025-02680-9 · ExternalCitation · doi-reference
Global patterns of 16S rRNA diversity at a depth of millions of sequences per sample
10.1073/pnas.1000080107 · ExternalCitation · doi-reference
A general framework for quantitatively assessing ecological stochasticity
10.1073/pnas.1904623116 · ExternalCitation · doi-reference
Search and clustering orders of magnitude faster than BLAST
10.1093/bioinformatics/btq461 · ExternalCitation · doi-reference
Fastp: An ultra-fast all-in-one FASTQ preprocessor
10.1093/bioinformatics/bty560 · ExternalCitation · doi-reference
KEGG for integration and interpretation of large-scale molecular data sets
10.1093/nar/gkr988 · ExternalCitation · doi-reference
Deterministic influences exceed dispersal effects on hydrologically-connected microbiomes
10.1111/1462-2920.13720 · ExternalCitation · doi-reference
Fungal community demonstrates stronger dispersal limitation and less network connectivity than bacterial community in sediments along a large river
10.1111/1462-2920.14795 · ExternalCitation · doi-reference
Damming river shapes distinct patterns and processes of planktonic bacterial and microeukaryotic communities
10.1111/1462-2920.15872 · ExternalCitation · doi-reference
Abundant fungi adapt to broader environmental gradients than rare fungi in agricultural fields
10.1111/gcb.15130 · ExternalCitation · doi-reference
Limiting similarity and functional diversity along environmental gradients
10.1111/j.1461-0248.2004.00720.x · ExternalCitation · doi-reference
Neutral assembly of bacterial communities
10.1111/j.1574-6941.2007.00379.x · ExternalCitation · doi-reference
Naïve bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy
10.1128/aem.00062-07 · ExternalCitation · doi-reference
Conditionally rare taxa disproportionately contribute to temporal changes in microbial diversity
10.1128/mbio.01371-14 · ExternalCitation · doi-reference
Utilizing stable isotopes and major ions to isolate the recharge regime of an alluvial-proluvial fan aquifer in the piedmont region of the south Taihang Mountains, North China Plain
10.1134/s0097807822601509 · ExternalCitation · doi-reference
The rare bacterial biosphere
10.1146/annurev-marine-120710-100948 · ExternalCitation · doi-reference
Metagenomic biomarker discovery and explanation
10.1186/gb-2011-12-6-r60 · ExternalCitation · doi-reference
10.1186/s12866-024-03360-y
10.1186/s12866-024-03360-y · ExternalCitation · doi-reference
May microbial ecological baseline exist in continental groundwater?
10.1186/s40168-023-01572-4 · ExternalCitation · doi-reference
Toward an ecological classification of soil bacteria
10.1890/05-1839 · ExternalCitation · doi-reference
System dynamics analysis of water supply and demand in the North China Plain
10.2166/wp.2011.106 · ExternalCitation · doi-reference
10.3389/fmicb.2017.01912
10.3389/fmicb.2017.01912 · ExternalCitation · doi-reference
10.3389/fmicb.2022.1029564
10.3389/fmicb.2022.1029564 · ExternalCitation · doi-reference
10.3389/fmicb.2023.1111383
10.3389/fmicb.2023.1111383 · ExternalCitation · doi-reference
10.3390/w11030539
10.3390/w11030539 · ExternalCitation · doi-reference
10.3390/w16030459
10.3390/w16030459 · ExternalCitation · doi-reference
Integrated hydrological modeling of the North China Plain and implications for sustainable water management
10.5194/hess-17-3759-2013 · ExternalCitation · doi-reference
