Research graph
References from UAV-Based Spectral Indices Reveal Species-Specific Yield Relationships in Spring Cereals Across Contrasting Seasons. Local targets link to admitted publications; unresolved targets remain external evidence.
Projection of climate change impact on the occurrence of drought events in Poland
10.1038/s41598-025-90488-0 · 2025 · External reference
Global Changes in Drought Conditions Under Different Levels of Warming
10.1002/2017gl076521 · 2018 · External reference
The impact of extreme weather events as a consequence of climate change on the soil moisture and on the quality of the soil environment and agriculture—A review
10.1016/j.catena.2023.107378 · 2023 · External reference
Trends in Intense Precipitation in the Climate Record
10.1175/jcli3339.1 · 2005 · External reference
Soil, climate, time and site factors as drivers of soil structure evolution in agricultural soils from a temperate-boreal region
10.1016/j.geoderma.2024.116772 · 2024 · External reference
Unresolved reference
External reference
Classification issues of drained organic soils in relation to selected features of soil water regime: A case study from central Poland
10.12912/27197050/214009 · 2025 · External reference
Assessment of soil erosion under long-term projections of climate change in Poland
10.1016/j.jhydrol.2022.127468 · 2022 · External reference
Effect of drought on wheat production in Poland between 1961 and 2019
10.1002/csc2.20690 · 2022 · External reference
Physiological requirements for wheat ideotypes in response to drought threat
10.1007/s11738-015-1844-5 · 2015 · External reference
10.3390/ijms262110426
10.3390/ijms262110426 · External reference
10.3389/fpls.2021.678653
10.3389/fpls.2021.678653 · External reference
Regulation of Rubisco activity in crops
10.1111/nph.19369 · 2024 · External reference
Crop traits and production under drought
10.1038/s43017-023-00514-w · 2024 · External reference
10.3389/fpls.2023.1247853
10.3389/fpls.2023.1247853 · External reference
Chl a fluorescence and proteomics reveal the protection of photosynthetic apparatus in tolerant but not susceptible to dehydration wheat cultivar
10.32615/bp.2019.033 · 2019 · External reference
Photosynthesis, photorespiration, and light signalling in defence responses
10.1093/jxb/err402 · 2012 · External reference
Unresolved reference
External reference
Association mapping unravels the genetic basis for drought related traits in different developmental stages of barley
10.1038/s41598-024-73618-y · 2024 · External reference
Genome-wide scanning to identify and validate single nucleotide polymorphism markers associated with drought tolerance in spring wheat seedlings
10.1002/tpg2.20444 · 2024 · External reference
Changes in the sown area, yields and harvests of major crops and the consumption of selected means of production in Polish agriculture over the years 2011–2021
2024 · External reference
Processes of concentration in cereal production in Poland
2018 · External reference
Cereals as a component of agriculture and economy in Poland
2016 · External reference
A comprehensive review on mutation breeding milestones in cereals: Conventional to advanced molecular approaches to achieve sustainable goals in trait improvement
2024 · External reference
Effective selection criteria for high-throughput wheat drought tolerance screening using integrated physiological and statistical approaches
10.1007/s40502-025-00921-9 · 2025 · External reference
10.1007/978-94-011-1524-7
10.1007/978-94-011-1524-7 · External reference
Conditional QTL analysis of grain yield and eight yield-contributing traits under drought stress in wheat (Triticum aestivum L.)
10.1007/s40502-025-00896-7 · 2025 · External reference
From sensors to insights: Technological trends in image-based high-throughput plant phenotyping
10.1016/j.atech.2025.101257 · 2025 · External reference
High-throughput proximal ground crop phenotyping systems—A comprehensive review
10.1016/j.compag.2024.109108 · 2024 · External reference
10.3389/fpls.2022.1026323
10.3389/fpls.2022.1026323 · External reference
Using UAV-Based Temporal Spectral Indices to Dissect Changes in the Stay-Green Trait in Wheat
10.34133/plantphenomics.0171 · 2024 · External reference
10.3389/fpls.2026.1887967
10.3389/fpls.2026.1887967 · External reference
Function fitting for modeling seasonal normalized difference vegetation index time series and early forecasting of soybean yield
10.1016/j.cj.2021.12.013 · 2022 · External reference
Unresolved reference
External reference
Hyperspectral Vegetation Indices and Their Relationships with Agricultural Crop Characteristics
10.1016/s0034-4257(99)00067-x · 2000 · External reference
Spectral Vegetation Indices as Nondestructive Tools for Determining Durum Wheat Yield
10.2134/agronj2000.92183x · 2000 · External reference
Variability in crop responses as a function of environment affects the NDVI relationship with grain yield in wheat
10.1016/j.plaphe.2026.100237 · 2026 · External reference
Multispectral Vegetation Indices and Machine Learning Approaches for Durum Wheat (Triticum durum Desf.) Yield Prediction across Different Varieties
10.3390/agriengineering5040125 · 2023 · External reference
10.3390/agronomy11020340
10.3390/agronomy11020340 · External reference
10.3389/fpls.2026.1840669
10.3389/fpls.2026.1840669 · External reference
Evaluation of UAV multispectral cameras for yield and biomass prediction in wheat under different sun elevation angles and phenological stages
10.1016/j.compag.2023.107874 · 2023 · External reference
Enhancing model performance through date fusion in multispectral and RGB image-based field phenotyping of wheat grain yield
10.1007/s11119-024-10211-3 · 2025 · External reference
Multispectral-derived genotypic similarities from budget cameras allow grain yield prediction and genomic selection augmentation in single and multi-environment scenarios in spring wheat
10.1007/s11032-024-01449-w · 2024 · External reference
UAV-based canopy monitoring: Calibration of a multispectral sensor for green area index and nitrogen uptake across several crops
10.1007/s11119-024-10123-2 · 2024 · External reference
10.3390/agronomy15061389
10.3390/agronomy15061389 · External reference
Different responses to weather events may change the cultivation balance of spring barley and oats in the future
10.1016/j.fcr.2020.107956 · 2020 · External reference
Usefulness of different input level environments in selection of winter wheat
2013 · External reference
Management Intensity Effects on Grain Yield and Its Quality Traits of Winter Wheat Cultivars in Different Environments in Poland
2019 · External reference
About climate agricultural estimation
1928 · External reference
10.3390/ecas2022-12805
10.3390/ecas2022-12805 · External reference
A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index
10.1175/2009jcli2909.1 · 2010 · External reference
An approach toward a rational classification of climate
10.2307/210739 · 1948 · External reference
Standardized precipitation evapotranspiration index (SPEI) revisited: Parameter fitting, evapotranspiration models, tools, datasets and drought monitoring
10.1002/joc.3887 · 2014 · External reference
Analysis of growing degree-days as climate impact indicator in a region with extreme annual air temperature amplitude
10.3354/cr00888 · 2010 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Monitoring vegetation systems in the great plains with ERTS
1974 · External reference
Vegetation indices derived from high-resolution airborne videography for precision crop management
10.1080/01431160210163074 · 2003 · External reference
New vegetation indices for remote measurement of chlorophylls based on leaf directional reflectance spectra
10.1016/s1011-1344(01)00145-2 · 2001 · External reference
Remote Sensing of Water Content in Eucalyptus Leaves
10.1071/bt98042 · 1999 · External reference
A review on reflective remote sensing and data assimilation techniques for enhanced agroecosystem modeling
2007 · External reference
Estimating Corn Leaf Chlorophyll Concentration from Leaf and Canopy Reflectance
10.1016/s0034-4257(00)00113-9 · 2000 · External reference
Unresolved reference
External reference
FactoMineR: An R Package for Multivariate Analysis
2008 · External reference
Unresolved reference
External reference
Global Changes in Drought Conditions Under Different Levels of Warming
10.1002/2017gl076521 · ExternalCitation · doi-reference
Effect of drought on wheat production in Poland between 1961 and 2019
10.1002/csc2.20690 · ExternalCitation · doi-reference
Standardized precipitation evapotranspiration index (SPEI) revisited: Parameter fitting, evapotranspiration models, tools, datasets and drought monitoring
10.1002/joc.3887 · ExternalCitation · doi-reference
Genome-wide scanning to identify and validate single nucleotide polymorphism markers associated with drought tolerance in spring wheat seedlings
10.1002/tpg2.20444 · ExternalCitation · doi-reference
10.1007/978-94-011-1524-7
10.1007/978-94-011-1524-7 · ExternalCitation · doi-reference
Multispectral-derived genotypic similarities from budget cameras allow grain yield prediction and genomic selection augmentation in single and multi-environment scenarios in spring wheat
10.1007/s11032-024-01449-w · ExternalCitation · doi-reference
UAV-based canopy monitoring: Calibration of a multispectral sensor for green area index and nitrogen uptake across several crops
10.1007/s11119-024-10123-2 · ExternalCitation · doi-reference
Enhancing model performance through date fusion in multispectral and RGB image-based field phenotyping of wheat grain yield
10.1007/s11119-024-10211-3 · ExternalCitation · doi-reference
Physiological requirements for wheat ideotypes in response to drought threat
10.1007/s11738-015-1844-5 · ExternalCitation · doi-reference
Conditional QTL analysis of grain yield and eight yield-contributing traits under drought stress in wheat (Triticum aestivum L.)
10.1007/s40502-025-00896-7 · ExternalCitation · doi-reference
Effective selection criteria for high-throughput wheat drought tolerance screening using integrated physiological and statistical approaches
10.1007/s40502-025-00921-9 · ExternalCitation · doi-reference
From sensors to insights: Technological trends in image-based high-throughput plant phenotyping
10.1016/j.atech.2025.101257 · ExternalCitation · doi-reference
The impact of extreme weather events as a consequence of climate change on the soil moisture and on the quality of the soil environment and agriculture—A review
10.1016/j.catena.2023.107378 · ExternalCitation · doi-reference
Function fitting for modeling seasonal normalized difference vegetation index time series and early forecasting of soybean yield
10.1016/j.cj.2021.12.013 · ExternalCitation · doi-reference
Evaluation of UAV multispectral cameras for yield and biomass prediction in wheat under different sun elevation angles and phenological stages
10.1016/j.compag.2023.107874 · ExternalCitation · doi-reference
High-throughput proximal ground crop phenotyping systems—A comprehensive review
10.1016/j.compag.2024.109108 · ExternalCitation · doi-reference
Different responses to weather events may change the cultivation balance of spring barley and oats in the future
10.1016/j.fcr.2020.107956 · ExternalCitation · doi-reference
Soil, climate, time and site factors as drivers of soil structure evolution in agricultural soils from a temperate-boreal region
10.1016/j.geoderma.2024.116772 · ExternalCitation · doi-reference
Assessment of soil erosion under long-term projections of climate change in Poland
10.1016/j.jhydrol.2022.127468 · ExternalCitation · doi-reference
Variability in crop responses as a function of environment affects the NDVI relationship with grain yield in wheat
10.1016/j.plaphe.2026.100237 · ExternalCitation · doi-reference
Estimating Corn Leaf Chlorophyll Concentration from Leaf and Canopy Reflectance
10.1016/s0034-4257(00)00113-9 · ExternalCitation · doi-reference
Hyperspectral Vegetation Indices and Their Relationships with Agricultural Crop Characteristics
10.1016/s0034-4257(99)00067-x · ExternalCitation · doi-reference
New vegetation indices for remote measurement of chlorophylls based on leaf directional reflectance spectra
10.1016/s1011-1344(01)00145-2 · ExternalCitation · doi-reference
Association mapping unravels the genetic basis for drought related traits in different developmental stages of barley
10.1038/s41598-024-73618-y · ExternalCitation · doi-reference
Projection of climate change impact on the occurrence of drought events in Poland
10.1038/s41598-025-90488-0 · ExternalCitation · doi-reference
Crop traits and production under drought
10.1038/s43017-023-00514-w · ExternalCitation · doi-reference
Remote Sensing of Water Content in Eucalyptus Leaves
10.1071/bt98042 · ExternalCitation · doi-reference
Vegetation indices derived from high-resolution airborne videography for precision crop management
10.1080/01431160210163074 · ExternalCitation · doi-reference
Photosynthesis, photorespiration, and light signalling in defence responses
10.1093/jxb/err402 · ExternalCitation · doi-reference
Regulation of Rubisco activity in crops
10.1111/nph.19369 · ExternalCitation · doi-reference
A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index
10.1175/2009jcli2909.1 · ExternalCitation · doi-reference
Trends in Intense Precipitation in the Climate Record
10.1175/jcli3339.1 · ExternalCitation · doi-reference
Classification issues of drained organic soils in relation to selected features of soil water regime: A case study from central Poland
10.12912/27197050/214009 · ExternalCitation · doi-reference
Spectral Vegetation Indices as Nondestructive Tools for Determining Durum Wheat Yield
10.2134/agronj2000.92183x · ExternalCitation · doi-reference
An approach toward a rational classification of climate
10.2307/210739 · ExternalCitation · doi-reference
Chl a fluorescence and proteomics reveal the protection of photosynthetic apparatus in tolerant but not susceptible to dehydration wheat cultivar
10.32615/bp.2019.033 · ExternalCitation · doi-reference
Analysis of growing degree-days as climate impact indicator in a region with extreme annual air temperature amplitude
10.3354/cr00888 · ExternalCitation · doi-reference
10.3389/fpls.2021.678653
10.3389/fpls.2021.678653 · ExternalCitation · doi-reference
10.3389/fpls.2022.1026323
10.3389/fpls.2022.1026323 · ExternalCitation · doi-reference
10.3389/fpls.2023.1247853
10.3389/fpls.2023.1247853 · ExternalCitation · doi-reference
10.3389/fpls.2026.1840669
10.3389/fpls.2026.1840669 · ExternalCitation · doi-reference
10.3389/fpls.2026.1887967
10.3389/fpls.2026.1887967 · ExternalCitation · doi-reference
Multispectral Vegetation Indices and Machine Learning Approaches for Durum Wheat (Triticum durum Desf.) Yield Prediction across Different Varieties
10.3390/agriengineering5040125 · ExternalCitation · doi-reference
10.3390/agronomy11020340
10.3390/agronomy11020340 · ExternalCitation · doi-reference
10.3390/agronomy15061389
10.3390/agronomy15061389 · ExternalCitation · doi-reference
10.3390/ecas2022-12805
10.3390/ecas2022-12805 · ExternalCitation · doi-reference
10.3390/ijms262110426
10.3390/ijms262110426 · ExternalCitation · doi-reference
Using UAV-Based Temporal Spectral Indices to Dissect Changes in the Stay-Green Trait in Wheat
10.34133/plantphenomics.0171 · ExternalCitation · doi-reference
