Research graph
References from Unveiling the Responses of Maize Yield to Management Practices in the Mollisols of Northeast China: A Machine Learning Perspective. Local targets link to admitted publications; unresolved targets remain external evidence.
Combined application of straw and bio-organic fertilizer improved organic carbon sequestration efficiency and carbon pool management index of degraded Mollisol
10.1016/j.eti.2026.104974 · 2026 · External reference
Key factors influencing the spatial distribution of soil organic carbon and its fractions in Mollisols
10.1016/j.catena.2024.108522 · 2024 · External reference
Temporal evolution of maize yield spatial heterogeneity in northeast China: Shift of dominant factors from human management to climate change
10.1016/j.jclepro.2025.145957 · 2025 · External reference
Contrasting but complementary: Divergent impacts of no-till and deep tillage on soil health in black soil regions globally
10.1016/j.jclepro.2026.148644 · 2026 · External reference
Soil degradation: A global threat to sustainable use of black soils
10.1016/j.pedsph.2024.06.011 · 2025 · External reference
Effects of soil management strategies on maize and soybean yields in Northeast China: A meta-analysis
10.1016/j.fcr.2025.110116 · 2025 · External reference
Optimum management strategy for improving maize water productivity and partial factor productivity for nitrogen in China: A meta-analysis
10.1016/j.agwat.2024.109043 · 2024 · External reference
Straw return enhances grain yield and quality of three main crops: Evidence from a meta-analysis
10.3389/fpls.2024.1433220 · 2024 · External reference
Tillage effects on residue-derived carbon distribution among soil fractions in a Mollisol
10.1016/j.catena.2024.108254 · 2024 · External reference
Balancing chemical fertiliser application for optimal maize yield and environmental safety
10.34101/actaagrar/1/16550 · 2026 · External reference
Response of maize yield and nitrogen recovery efficiency to nitrogen fertilizer application in field with various soil fertility
10.3389/fpls.2024.1349180 · 2024 · External reference
Effect of organic material addition on active soil organic carbon and microbial diversity: A meta-analysis
10.1016/j.still.2024.106128 · 2024 · External reference
10.3390/plants13233284
10.3390/plants13233284 · External reference
10.3390/agronomy15112594
10.3390/agronomy15112594 · External reference
Crop yield–soil quality trade-offs under no-tillage and deep tillage in the black soil region of Northeast China
10.1016/j.fcr.2026.110337 · 2026 · External reference
Deep tillage with straw retention increased organic carbon sequestration and enhanced homogenization of microbial communities and functions across soil depths
10.1016/j.agee.2025.109949 · 2026 · External reference
Sustainable agriculture creates management trade-offs, not conflicts, between crop productivity and soil carbon storage goals
10.1016/j.scitotenv.2026.181438 · 2026 · External reference
10.1007/s42113-026-00305-8
10.1007/s42113-026-00305-8 · External reference
Effect of cover crops on soil quality, yield, and prediction using machine learning in papaya (Carica papaya L.)
2026 · External reference
Understanding the regional impacts of extreme climate events on maize yield by incorporating machine learning with crop model in the black soil region of China
10.1016/j.ecolind.2026.114846 · 2026 · External reference
Revealing nonlinear thresholds and interactions in maize yield and water productivity responses to straw incorporation via an integrated meta-analysis and explainable machine learning framework
10.1016/j.agwat.2025.110024 · 2025 · External reference
Optimization of crop yield prediction models based on stratified soil properties
10.1016/j.atech.2025.101466 · 2025 · External reference
Interpretable causal machine learning optimization tool for improving efficiency of internal carbon source-biological denitrification
10.1016/j.biortech.2024.131787 · 2025 · External reference
Predictive power vs interpretability: Machine learning approaches to unravel sugarcane yield drivers
10.1016/j.compag.2025.111353 · 2026 · External reference
Decoding soil-topography buffering of maize yield spatial heterogeneity in extreme precipitation year using Sentinel-2 data and SHAP interpretability
10.1016/j.fcr.2025.110263 · 2026 · External reference
A review on machine learning model for predicting maize crop yield in semi-arid regions
2025 · External reference
10.3390/agronomy13061479
10.3390/agronomy13061479 · External reference
10.3390/agriculture15131371
10.3390/agriculture15131371 · External reference
10.20944/preprints202505.1778.v1
10.20944/preprints202505.1778.v1 · External reference
10.3390/agriculture16121267
10.3390/agriculture16121267 · External reference
Soil nutrient changes in black soil of northeastern China under long-term cultivation with different fertilizer applications and tillage patterns: A meta-analysis
10.1080/00103624.2024.2439290 · 2025 · External reference
Impacts of conservation tillage on soil organic carbon and crop yield in black soil region of Northeast China: Integrated regulation by climate, management and soil properties
2025 · External reference
Organic fertilization sustains high maize yields in acid soils through the cooperation of rhizosphere microbes and plants
10.1007/s11104-025-07531-2 · 2025 · External reference
Unresolved reference
External reference
Input threshold of one-time application of nitrogen fertilizer to coordinate maize yield and environmental effects in thin layer black soil region of Northeast China
2025 · External reference
10.3390/agronomy16111073
10.3390/agronomy16111073 · External reference
10.3390/su13115983
10.3390/su13115983 · External reference
Rational phosphorus stewardship for sustainable maize production in China: A meta-analysis
10.1016/j.eja.2023.127072 · 2024 · External reference
10.1371/journal.pone.0333230
10.1371/journal.pone.0333230 · External reference
Differential responses of soil microbial biomass and diversity to long-term phosphorus fertilization: A global meta-analysis
10.1016/j.agee.2026.110429 · 2026 · External reference
Root-derived low molecular weight organic acids modulate keystone microbial taxa impacting plant phosphorus acquisition
10.1016/j.jare.2025.06.032 · 2026 · External reference
Sustainable phosphorus delivery using advanced slow-release fertilizers: A review
10.1016/j.jenvman.2026.130033 · 2026 · External reference
Maize straw application shows regional-scale improvements to soil fertility and crop yields in Chinese croplands: A meta-analysis
10.1016/j.fcr.2025.109908 · 2025 · External reference
Influence of fertilization, tillage, and residue management on soil organic carbon, total nitrogen, and soil pH in black soils of Northeast China
10.1016/j.eja.2025.127911 · 2026 · External reference
10.3390/atmos12091166
10.3390/atmos12091166 · External reference
How do root exudates prime the decomposition of soil organic matter following drought?
10.1016/j.soilbio.2025.109789 · 2025 · External reference
Exploring waterlogging challenges, causes and mitigating strategies in maize (Zea mays L.)
10.1111/jac.70109 · 2025 · External reference
A review of soil waterlogging impacts, mechanisms, and adaptive strategies
10.3389/fpls.2025.1545912 · 2025 · External reference
Microbial response to long-term spatially stratified phosphorus application in Northeast China
10.3389/fpls.2025.1669876 · 2025 · External reference
The enhancements of pore morphology and size distribution by straw return are mediated by increases in aggregate-associated carbon and nitrogen
10.1016/j.jia.2024.08.003 · 2025 · External reference
Soil nitrate-N levels required for high yield maize production in the North China Plain
10.1007/s10705-008-9180-4 · 2008 · External reference
Optimizing N applications increases maize yield and reduces environmental costs in a 12-year wheat-maize system
10.1016/j.fcr.2025.109741 · 2025 · External reference
Straw return impacts on crop yield and yield variability: A meta-analysis
10.1016/j.still.2025.106712 · 2025 · External reference
Subsoil tillage and straw mulching are synergistic for long-term improvement of soil carbon and structural characteristics
10.1016/j.iswcr.2025.07.011 · 2025 · External reference
10.3390/plants14193087
10.3390/plants14193087 · External reference
Plug-and-play use of tree-based methods: Consequences for clinical prediction modelling
10.1016/j.jclinepi.2025.111834 · 2025 · External reference
Combined applications of nitrogen and phosphorus fertilizers with manure increase maize yield and nutrient uptake via stimulating root growth in a long-term experiment
10.1016/s1002-0160(15)60023-6 · 2016 · External reference
Layered nitrogen fertilization regulates root morphology to promote synergistic nitrogen and phosphorus absorption in maize (Zea mays L.)
10.1016/j.fcr.2025.109737 · 2025 · External reference
Long-term straw return increases crop yield by improving soil organic carbon and nutrient availability: A global meta-analysis
2022 · External reference
The effect of deep tillage on crop yield—A global meta-analysis
10.1016/j.still.2017.07.005 · 2017 · External reference
Impacts of nitrogen (N), phosphorus (P), and potassium (K) fertilizers on maize yields, nutrient use efficiency, and soil nutrient balance: Insights from a long-term diverse NPK omission experiment in the North China Plain
10.1016/j.fcr.2024.109616 · 2024 · External reference
Linkages of soil and microbial stoichiometry to crop nitrogen use efficiency: Evidence from a long-term nitrogen addition experiment
10.1016/j.catena.2024.107961 · 2024 · External reference
10.1186/s12870-021-02997-5
10.1186/s12870-021-02997-5 · External reference
Soil nitrate-N levels required for high yield maize production in the North China Plain
10.1007/s10705-008-9180-4 · ExternalCitation · doi-reference
Organic fertilization sustains high maize yields in acid soils through the cooperation of rhizosphere microbes and plants
10.1007/s11104-025-07531-2 · ExternalCitation · doi-reference
10.1007/s42113-026-00305-8
10.1007/s42113-026-00305-8 · ExternalCitation · doi-reference
Deep tillage with straw retention increased organic carbon sequestration and enhanced homogenization of microbial communities and functions across soil depths
10.1016/j.agee.2025.109949 · ExternalCitation · doi-reference
Differential responses of soil microbial biomass and diversity to long-term phosphorus fertilization: A global meta-analysis
10.1016/j.agee.2026.110429 · ExternalCitation · doi-reference
Optimum management strategy for improving maize water productivity and partial factor productivity for nitrogen in China: A meta-analysis
10.1016/j.agwat.2024.109043 · ExternalCitation · doi-reference
Revealing nonlinear thresholds and interactions in maize yield and water productivity responses to straw incorporation via an integrated meta-analysis and explainable machine learning framework
10.1016/j.agwat.2025.110024 · ExternalCitation · doi-reference
Optimization of crop yield prediction models based on stratified soil properties
10.1016/j.atech.2025.101466 · ExternalCitation · doi-reference
Interpretable causal machine learning optimization tool for improving efficiency of internal carbon source-biological denitrification
10.1016/j.biortech.2024.131787 · ExternalCitation · doi-reference
Linkages of soil and microbial stoichiometry to crop nitrogen use efficiency: Evidence from a long-term nitrogen addition experiment
10.1016/j.catena.2024.107961 · ExternalCitation · doi-reference
Tillage effects on residue-derived carbon distribution among soil fractions in a Mollisol
10.1016/j.catena.2024.108254 · ExternalCitation · doi-reference
Key factors influencing the spatial distribution of soil organic carbon and its fractions in Mollisols
10.1016/j.catena.2024.108522 · ExternalCitation · doi-reference
Predictive power vs interpretability: Machine learning approaches to unravel sugarcane yield drivers
10.1016/j.compag.2025.111353 · ExternalCitation · doi-reference
Understanding the regional impacts of extreme climate events on maize yield by incorporating machine learning with crop model in the black soil region of China
10.1016/j.ecolind.2026.114846 · ExternalCitation · doi-reference
Rational phosphorus stewardship for sustainable maize production in China: A meta-analysis
10.1016/j.eja.2023.127072 · ExternalCitation · doi-reference
Influence of fertilization, tillage, and residue management on soil organic carbon, total nitrogen, and soil pH in black soils of Northeast China
10.1016/j.eja.2025.127911 · ExternalCitation · doi-reference
Combined application of straw and bio-organic fertilizer improved organic carbon sequestration efficiency and carbon pool management index of degraded Mollisol
10.1016/j.eti.2026.104974 · ExternalCitation · doi-reference
Impacts of nitrogen (N), phosphorus (P), and potassium (K) fertilizers on maize yields, nutrient use efficiency, and soil nutrient balance: Insights from a long-term diverse NPK omission experiment in the North China Plain
10.1016/j.fcr.2024.109616 · ExternalCitation · doi-reference
Layered nitrogen fertilization regulates root morphology to promote synergistic nitrogen and phosphorus absorption in maize (Zea mays L.)
10.1016/j.fcr.2025.109737 · ExternalCitation · doi-reference
Optimizing N applications increases maize yield and reduces environmental costs in a 12-year wheat-maize system
10.1016/j.fcr.2025.109741 · ExternalCitation · doi-reference
Maize straw application shows regional-scale improvements to soil fertility and crop yields in Chinese croplands: A meta-analysis
10.1016/j.fcr.2025.109908 · ExternalCitation · doi-reference
Effects of soil management strategies on maize and soybean yields in Northeast China: A meta-analysis
10.1016/j.fcr.2025.110116 · ExternalCitation · doi-reference
Decoding soil-topography buffering of maize yield spatial heterogeneity in extreme precipitation year using Sentinel-2 data and SHAP interpretability
10.1016/j.fcr.2025.110263 · ExternalCitation · doi-reference
Crop yield–soil quality trade-offs under no-tillage and deep tillage in the black soil region of Northeast China
10.1016/j.fcr.2026.110337 · ExternalCitation · doi-reference
Subsoil tillage and straw mulching are synergistic for long-term improvement of soil carbon and structural characteristics
10.1016/j.iswcr.2025.07.011 · ExternalCitation · doi-reference
Root-derived low molecular weight organic acids modulate keystone microbial taxa impacting plant phosphorus acquisition
10.1016/j.jare.2025.06.032 · ExternalCitation · doi-reference
Temporal evolution of maize yield spatial heterogeneity in northeast China: Shift of dominant factors from human management to climate change
10.1016/j.jclepro.2025.145957 · ExternalCitation · doi-reference
Contrasting but complementary: Divergent impacts of no-till and deep tillage on soil health in black soil regions globally
10.1016/j.jclepro.2026.148644 · ExternalCitation · doi-reference
Plug-and-play use of tree-based methods: Consequences for clinical prediction modelling
10.1016/j.jclinepi.2025.111834 · ExternalCitation · doi-reference
Sustainable phosphorus delivery using advanced slow-release fertilizers: A review
10.1016/j.jenvman.2026.130033 · ExternalCitation · doi-reference
The enhancements of pore morphology and size distribution by straw return are mediated by increases in aggregate-associated carbon and nitrogen
10.1016/j.jia.2024.08.003 · ExternalCitation · doi-reference
Soil degradation: A global threat to sustainable use of black soils
10.1016/j.pedsph.2024.06.011 · ExternalCitation · doi-reference
Sustainable agriculture creates management trade-offs, not conflicts, between crop productivity and soil carbon storage goals
10.1016/j.scitotenv.2026.181438 · ExternalCitation · doi-reference
How do root exudates prime the decomposition of soil organic matter following drought?
10.1016/j.soilbio.2025.109789 · ExternalCitation · doi-reference
The effect of deep tillage on crop yield—A global meta-analysis
10.1016/j.still.2017.07.005 · ExternalCitation · doi-reference
Effect of organic material addition on active soil organic carbon and microbial diversity: A meta-analysis
10.1016/j.still.2024.106128 · ExternalCitation · doi-reference
Straw return impacts on crop yield and yield variability: A meta-analysis
10.1016/j.still.2025.106712 · ExternalCitation · doi-reference
Combined applications of nitrogen and phosphorus fertilizers with manure increase maize yield and nutrient uptake via stimulating root growth in a long-term experiment
10.1016/s1002-0160(15)60023-6 · ExternalCitation · doi-reference
Soil nutrient changes in black soil of northeastern China under long-term cultivation with different fertilizer applications and tillage patterns: A meta-analysis
10.1080/00103624.2024.2439290 · ExternalCitation · doi-reference
Exploring waterlogging challenges, causes and mitigating strategies in maize (Zea mays L.)
10.1111/jac.70109 · ExternalCitation · doi-reference
10.1186/s12870-021-02997-5
10.1186/s12870-021-02997-5 · ExternalCitation · doi-reference
10.1371/journal.pone.0333230
10.1371/journal.pone.0333230 · ExternalCitation · doi-reference
10.20944/preprints202505.1778.v1
10.20944/preprints202505.1778.v1 · ExternalCitation · doi-reference
Response of maize yield and nitrogen recovery efficiency to nitrogen fertilizer application in field with various soil fertility
10.3389/fpls.2024.1349180 · ExternalCitation · doi-reference
Straw return enhances grain yield and quality of three main crops: Evidence from a meta-analysis
10.3389/fpls.2024.1433220 · ExternalCitation · doi-reference
A review of soil waterlogging impacts, mechanisms, and adaptive strategies
10.3389/fpls.2025.1545912 · ExternalCitation · doi-reference
Microbial response to long-term spatially stratified phosphorus application in Northeast China
10.3389/fpls.2025.1669876 · ExternalCitation · doi-reference
10.3390/agriculture15131371
10.3390/agriculture15131371 · ExternalCitation · doi-reference
10.3390/agriculture16121267
10.3390/agriculture16121267 · ExternalCitation · doi-reference
10.3390/agronomy13061479
10.3390/agronomy13061479 · ExternalCitation · doi-reference
10.3390/agronomy15112594
10.3390/agronomy15112594 · ExternalCitation · doi-reference
10.3390/agronomy16111073
10.3390/agronomy16111073 · ExternalCitation · doi-reference
10.3390/atmos12091166
10.3390/atmos12091166 · ExternalCitation · doi-reference
10.3390/plants13233284
10.3390/plants13233284 · ExternalCitation · doi-reference
10.3390/plants14193087
10.3390/plants14193087 · ExternalCitation · doi-reference
10.3390/su13115983
10.3390/su13115983 · ExternalCitation · doi-reference
Balancing chemical fertiliser application for optimal maize yield and environmental safety
10.34101/actaagrar/1/16550 · ExternalCitation · doi-reference
