Scientific articles
2026
- Beyond VPD: Multi-sensor, sub-hourly microclimate improves machine-learning prediction of greenhouse evaporation in a Mediterranean semi-arid greenhouse
Averbuch, N., & Moshelion, M (2026), Jornal of Hydrology, DOI: 10.1016/j.ejrh.2026.103324
2025
- Integrating Load‐Cell Lysimetry and Machine Learning for Prediction of Daily Plant Transpiration
Friedman, S., et. al. (2025), Plant, Cell & Environment, DOI: 10.1111/pce.70222 - Optimized substrate selection for enhanced orchid growth based on high-throughput lysimetric arrays
Yao, J., et. al. (2025), Journal of Zhejiang University-SCIENCE B, DOI: 10.1631/jzus.B2500195 - Wireless Sensor Network: New Concept of Spatial-Temporal Monitoring Plant–Environment Interactions
Ifrach, I., et. al. (2025), bioRxiv, DOI: 10.1101/2025.09.04.674105 - Vacuolar invertase knockout enhances drought tolerance in potato plants
Roitman, M., et. al. (2025), bioRxiv, DOI: 10.64898/2025.12.01.691554 - A Comparative Analysis of High-Throughput and Conventional Phenotyping: Validation of Plantarray System and Dynamic Physiological Traits for Drought Tolerance in Watermelon
Cheng, R., et. al. (2025), Horticulturae, DOI: 10.3390/horticulturae11111374 - Early Detection and Quantification of Fusarium Wilt in Greenhouse-Grown Tomato Plants Using Water-Relation Measurements
Friedman, S., et. al. (2025), Plant disease, DOI: 10.1094/PDIS-07-24-1523-RE - A panomics-driven framework for the improvement of major food legume crops: advances, challenges, and future prospects
Hongliang, H., et. al. (2025), Horticultural Research, DOI: 10.1093/hr/uhaf091 - PlantRing: A high-throughput wearable sensor system for decoding plant growth, water relations, and innovating irrigation
Sun, T., et. al. (2025), CellPress, DOI: 10.1016/j.xplc.2025.101322 - Excessive leaf oil modulates the plant abiotic stress response via reduced stomatal aperture in
Murphy, T. K., et. al. (2025), The Plant Journal, DOI: 10.1111/tpj.70067 - Effects of Drought on Inflorescence Yield, and Secondary Metabolites in 2 Cannabis sativa L.
Shenhar, I., et. al. (2025), biorxiv, DOI: 10.1101/2025.02.16.638548 - Artificial intelligence in vegetable crops: recent advances and prospects
Gong, c., & Diao, W., (2025), Vegetable Research, DOI: 10.48130/vegres-0025-0012 - Comparative analysis of water-use behavior and drought resilience in selected tropical sorghum (Sorghum bicolor L.) cultivars
Dewi, S. E., et. al. (2025), Journal of Agriculture and Food Research, DOI: 10.1016/j.jafr.2025.102093 - Harnessing smartphone RGB imagery and LiDAR point cloud for enhanced leaf nitrogen and shoot biomass assessment – Chinese spinach as a case study
Harikumar, A., et. al. (2025), Frontiers in Plant Sciences, DOI: 10.3389/fpls.2025.1592329 - Assessing salinity-induced impacts on plant transpiration through machine learning: from model development to deployment
Hailegnaw, S, N., et. al. (2025), Modeling Earth Systems and Environment, DOI: 10.10.1007/s40808-025-02343-w - AdapTree: Data-Driven Approach to Assessing Plant Stress Through the AI-Sensor Synergy
Garg, D., et. al. (2025), Sensors, DOI: 10.3390/s25103149
2024
- A missense mutation in the barley Xan‑h gene encoding the Mg‑chelatase subunit I leads to a viable pale green line with reduced daily transpiration rate
Persello, A., et. al. (2024), Plant Cell Reports, DOI: 10.1007/s00299-024-03328-2 - Precision phenotyping of a barley diversity set reveals distinct drought response strategies
Paul, M., et. al. (2024), Frontiers, DOI: 10.3389/fpls.2024.1393991 - Melatonin seed priming improves early establishment and water stress tolerance of peanut
De Camargo Santos, A., et. al. (2024), Plant Physiology and Biochemistry, DOI: 10.1016/j.plaphy.2024.108664 - Cross-Generational Effect of Water Deficit Priming on Physiology of Peanut Plants Under Water Stress
De Camargo Santos, A., et. al. (2024), Journal of Agronomy and Crop Science, DOI: 10.1111/jac.12736 - Functional phenotyping: Understanding the dynamic response of plants to drought stress
Mansoor, S., & Chung, Y. S. (2024), Current Plant Biology, DOI: 10.1016/j.cpb.2024.100331 - Guard cell activity of PIF4 and HY5 control transpiration
Kelly, G., et. al. (2024), Plant Science, DOI: 10.1016/j.plantsci.2022.111583 - Nitrogen ionome dynamics on leafy vegetables in tropical climate
Shenhar, I., et. al. (2024), bioRxiv, DOI: 10.1101/2024.10.17.618770 - Dynamic physiological response of tef to contrasting water availabilities
Alemu, M. D., et. al. (2024), Front. Plant Sci., DOI: 10.3389/fpls.2024.1406173 - Leveraging “golden-hour” WUE for developing superior vegetable varieties with optimal water-saving and growth traits
Jiang, R., et. al. (2024), Vegetable Research, DOI: 10.48130/vegres-0024-0001 - Integration of IoT Technologies and High-Performance Phenotyping for Climate Control in Greenhouses and Mitigation of Water Deficit: A Study of High-Andean Oat
Villagran, E., et. al. (2024), AgriEngineering, DOI: 10.3390/agriengineering6040227 - Integrating solar induced fluorescence with high throughput plant screening for advanced phenotyping of plants
Mayo, A., et. al. (2024), Smart Agricultural Technology, DOI: 10.1016/j.atech.2024.100642 - Transcriptomic and Metabolomic Analyses Provide New Insights into the Response of Strawberry (Fragaria × ananassa Duch.) to Drought Stress
Jiang, L., et. al. (2024), Horticulturae, DOI: 10.3390/horticulturae10070734
2023
- Understanding water conservation vs. profligation traits in vegetable legumes through a physio-transcriptomic-functional approach
Fang, P. et. al. (2023), Horticulture Research, DOI: 10.1093/hr/uhac287 - Leaf hydraulic maze: Abscisic acid effects on bundle sheath, palisade, and spongy mesophyll conductance
Yaaran, A., et. al. (2023), Plant Physiology, DOI: 10.1093/kiad372 - Sounds emitted by plants under stress are airborne and informative
Khait, I., et. al. (2023), Cell, DOI: 10.1016/j.cell.2023.03.009 - Combining functional physiological phenotyping and simulation model to estimate dynamic water use efficiency and infer transpiration sensitivity traits
Sun, T., et. al. (2023), European Journal of Agronomy, DOI: 10.1016/j.eja.2023.126955 - Agronomic and Physiological Traits Response of Three Tropical Sorghum (Sorghum bicolor L.) Cultivars to Drought and Salinity
Dewi, E. S., et al. (2023), Agronomy, DOI: 10.3390/agronomy13112788 - The balance of survival: Comparative drought response in wild and domesticated tomatoes
Lupo, Y., & Moshelion, M. (2023), Plant Science, DOI: 10.1016/j.plantsci.2023.111928 - Examination of Plant Physiological Monitoring Alongside in-Vivo Four-Point-Probe Impedance Spectroscopy of Live Tobacco Plants
Bar-On, L. et. al. (2023), IEEE, DOI: 10.1109/CAFE58535.2023.10292060 - Drought and recovery in barley: key gene networks and retrotransposon
Maitry, P. et. al. (2023), Front. Plant Sci., DOI: 10.3389/fpls.2023.1193284r - Responses of two Acacia species to drought suggest different water-use strategies, reflecting their topographic distribution
Uni, D. et. al. (2023), Front. Plant Sci., DOI: 10.3389/fpls.2023.1154223
2022
- Diurnal stomatal apertures and density ratios affect whole-canopy stomatal conductance, water-use efficiency and yield
Gosa, S. C., et. al. (2022), bioRxiv, DOI: 10.1101/2022.01.06.475121 - The potential of dynamic physiological traits in young tomato plants to predict field-yield performance
Gosa, S. C., et. al. (2022), Plant Science, DOI: 10.1016/j.plantsci.2021.111122 - Functional physiological phenotyping and transcriptome analysis provide new insight into strawberry growth and water consumption
Jiang, L. et. al. (2022), Front. Plant Sci., DOI: 10.3389/fpls.2022.1074132 - Low Si combined with drought causes reduced transpiration in sorghum Lsi1 mutant
Markovich, O., et. al. (2022), Plant Soil, DOI: 10.1007/s11104-022-05298-4 - Tree tobacco (Nicotiana glauca) cuticular wax composition is essential for leaf retention during drought, facilitating a speedy recovery following rewatering
Negin, B. et. al. (2022), New Phytologist, DOI: 10.1111/nph.18615
2021
- High-Resolution Analysis of Growth and Transpiration of Quinoa Under Saline Conditions
Roman, V. J., el. al. (2021), Front. Plant Sci., DOI: 10.3389/fpls.2021.634311 - Interplay between abiotic (drought) and biotic (virus) stresses in tomato plants
Mishra R. et. al. (2021), Molecular Plant Pathology, DOI: 10.1111/mpp.13172 - Continuous seasonal monitoring of nitrogen and water content in lettuce using a dual phenomics system
Weksler, S., et. al. (2021), Journal of Experimental Botany, DOI: 10.1093/jxb/erab561 - Functional physiological phenotyping with functional mapping: A general framework to bridge the phenotype-genotype gap in plant physiology
Pandey, A. K., et. al. (2021), iScience, DOI: 10.1016/j.isci.2021.102846 - Editorial: State-of-the-Art Technology and Applications in Crop Phenomics
Yang, W., et. al. (2021), Front. Plant Sci., DOI: 10.3389/fpls.2021.767324 - On the Interpretation of Four Point Impedance Spectroscopy of Plant Dehydration Monitoring
Bar-On, L., & Shacham-Diamand, Y. (2021), IEEE, DOI: 10.1109/JETCAS.2021.3098984 - Modify Root/Shoot ratio Alleviate Root Water Influxes in Wheat under Drought Stress
Bacher, H., et. al. (2021), Journal of Experimental Botany, DOI: 10.1093/jxb/erab500 - Inhibition of gibberellin accumulation by water deficiency promotes fast and long-term ‘drought avoidance’ responses in tomato
Shohat, H., et. al. (2021), New Phytologist, DOI: 10.1111/nph.17709 - Unraveling the Genetic Architecture of Two Complex, Stomata-Related Drought-Responsive Traits by High-Throughput Physiological Phenotyping and GWAS in Cowpea
Wu, X., et. al. (2021), Front. Genet., DOI: 10.3389/fgene.2021.743758 - Tomato Yellow Leaf Curl Virus (TYLCV) Promotes Plant Tolerance to Drought
Shteinberg, M., et. al. (2021), Cells, DOI: 10.3390/cells10112875 - High-Throughput physiology-based stress response phenotyping: Advantages, applications and prospective in horticultural plants
Li, Y., et. al. (2021), Horticultural Plant Journal, DOI: 10.1016/j.hpj.2020.09.004 - Pepper Plants Leaf Spectral Reflectance Changes as a Result of Root Rot Damage
Weksler, S., et. al. (2021), Remote Sens., DOI: 10.3390/rs13050980 - Detection of Potassium Deficiency and Momentary Transpiration Rate Estimation at Early Growth Stages Using Proximal Hyperspectral Imaging and Extreme Gradient Boosting
Weksler, S., et. al. (2021), Sensors, DOI: 10.3390/s21030958
2020
- A Hyperspectral-Physiological Phenomics System: Measuring Diurnal Transpiration Rates and Diurnal Reflectance
Weksler, S., et. al. (2020), Remote Sens., DOI: 10.3390/rs12091493 - The dichotomy of yield and drought resistance; Translation challenges from basic research to crop adaptation to climate change
Moshelion, M. (2020), EMBO Rep, DOI: 10.15252/embr.202051598 - A Telemetric, Gravimetric Platform for Real-Time Physiological Phenotyping of Plant–Environment Interactions
Dalal, A., et. al. (2020), JoVE, DOI: 10.3791/61280 - Mutations in the Tomato Gibberellin Receptors Suppress Xylem Proliferation and Reduce Water Loss Under Water-Deficit Conditions
Illouz-Eliaz, N., et. al. (2020), Journal of Experimental Botany, DOI: 10.3390/rs12091493
2019
- Multiple Gibberellin Receptors Contribute to Phenotypic Stability under Changing Environments
Illouz-Eliaz, N., et. al. (2019), Plant Cell, DOI: 10.1193/jxb/eraa137 - Dynamic Physiological Phenotyping of Drought-Stressed Pepper Plants Treated With “Productivity-Enhancing” and “Survivability-Enhancing” Biostimulants
Dalal, A., et. al. (2019), Front. Plant Sci., DOI: 10.3389/fpls.2019.00905 - Role of guard-cell ABA in determining steady-state stomatal aperture and prompt vapor-pressure-deficit response
Yaaran, A., et. al. (2019), Plant Science, DOI: 10.1016/j.plantsci.2018.12.027 - Quantitative and comparative analysis of whole-plant performance for functional physiological traits phenotyping: New tools to support prebreeding and plant stress physiology studies
Gosa, S. C., et. al. (2019), Plant Science, DOI: 10.1016/j.plantsci.2018.05.008
2018
- Risk-management strategies and transpiration rates of wild barley in uncertain environments
Galkin, E., et. al. (2018), Physiologia Plantarum, DOI: 10.1111/ppl.12814
2017
- A combination of stomata deregulation and a distinctive modulation of amino acid metabolism are associated with enhanced tolerance of wheat varieties to transient drought
Aidoo, K. M., et. al. (2017), Metabolomics, DOI: 10.1007s11306-017-1267-y - The tomato DELLA protein PROCERA acts in guard cells to promote stomatal closure
Nir, I., et. Al. (2017), Plant Cell, DOI: 10.1105/tpc.17.00542 - Transcriptome analysis of Pinus halepensis under drought stress and during recovery
Fox, H., et. al. (2017), Tree Physiology, DOI: 10.1093/treephys/tpx137
2016
- High-throughput physiological phenotyping and screening system for the characterization of plant–environment interactions
Halperin, O., et. al. (2016), The Plant Journal, DOI: 10.1111/tpj.13425 - Cytokinin activity increases stomatal density and transpiration rate in tomato
Farber, M., et. al. (2016), Journal of Experimental Botany, DOI: 10.1093/jxb/erw398 - The advantages of functional phenotyping in pre-field screening for drought-tolerant crops
Negin, B., et. al. (2016), Functional Plant Biology, DOI: 10.1071/FP16156
2015
- Current challenges and future perspectives of plant and agricultural biotechnology
Moshelion, M. & Altman, A. (2015), Trends in Biotechnology, DOI: 10.1016/j.tibtech.2015.03.001 - Growth and physiological responses of isohydric and anisohydric poplars to drought
Attia, Z., et. al. (2015), Journal of Experimental Botany, DOI: 10.1093/jxb/erv195 - Expression of Arabidopsis Hexokinase in Citrus Guard Cells Controls Stomatal Aperture and Reduces Transpiration
Lugassi, N., et. al. (2015), Frontiers in Plant Sciences, DOI: 10.3389/fpls.2015.01114 - Natural variation and gene regulatory basis for the responses of asparagus beans to soil drought
Xu, P., et. al. (2015), Frontiers in Plant Sciences, DOI: 10.3389/fpls.2015.00891
2014
- Relationship between hexokinase and the aquaporin PIP1 in the regulation of photosynthesis and plant growth
Kelly, G., et. al. (2014), PLoS One, DOI: 10.1371/journal.pone.0087888 - Role of aquaporins in determining transpiration and photosynthesis in water-stressed plants: crop water-use efficiency, growth and yield
Moshelion, M., et. al. (2014), Plant Cell & Environment, DOI: 10.1111/pce.12410 - Transcriptome sequencing of two wild barley (Hordeum spontaneum L.) ecotypes differentially adapted to drought stress reveals ecotype-specific transcripts
Bedada, G., et. al. (2014), BMC Genomics, DOI: 10.1186/1471-2164-15-995
2013
- The Arabidopsis gibberellin methyl transferase 1 suppresses gibberellin activity, reduces whole-plant transpiration and promotes drought tolerance in transgenic tomato
Nir, I., et. al. (2013), Plant Cell and Environment, DOI: 10.1111/pce.12135 - Hexokinase mediates stomatal closure
Kelly, G., et. al. (2013), The Plant Journal, DOI: 10.1111/tpj.12258
2012
- Risk-taking plants: Anisohydric behavior as a stress-resistance trait
Sade, N., et. Al. (2012), Plant Signaling & Behavior, DOI: 10.4161/psb.20505
2010
- Development of synchronized, autonomous, and self-regulated oscillations in transpiration rate of a whole tomato plant under water stress
Wallach, R., et. al. (2010), Journal of Experimental Botany, DOI: 10.1093/jxb/erq168 - The Role of Tobacco Aquaporin1 in Improving Water Use Efficiency, Hydraulic Conductivity, and Yield Production Under Salt Stress
Sade, N., et. al. (2010), Plant Physiology, DOI: 10.1104/pp.109.145854
2009
- Improving plant stress tolerance and yield production: is the tonoplast aquaporin SlTIP2;2 a key to isohydric to anisohydric conversion?
Sade, N., et. al. (2009), New Phytologist, DOI: 10.1111/j.1469-8137.2008.02689.x
Cereals
- A missense mutation in the barley Xan‑h gene encoding the Mg‑chelatase subunit I leads to a viable pale green line with reduced daily transpiration rate
Persello, A., et. al. (2024), Plant Cell Reports, DOI: 10.1007/s00299-024-03328-2 - Precision phenotyping of a barley diversity set reveals distinct drought response strategies
Paul, M., et. al. (2024), Frontiers, DOI: 10.3389/fpls.2024.1393991 - Dynamic physiological response of tef to contrasting water availabilities
Alemu, M. D., et. al. (2024), Front. Plant Sci., DOI: 10.3389/fpls.2024.1406173 - Agronomic and Physiological Traits Response of Three Tropical Sorghum (Sorghum bicolor L.) Cultivars to Drought and Salinity
Dewi, E. S., et al. (2023), Agronomy, DOI: 10.3390/agronomy13112788 - Drought and recovery in barley: key gene networks and retrotransposon
Maitry, P. et. al. (2023), Front. Plant Sci., DOI: 10.3389/fpls.2023.1193284r - Low Si combined with drought causes reduced transpiration in sorghum Lsi1 mutant
Markovich, O., et. al. (2022), Plant Soil, DOI: 10.1007/s11104-022-05298-4 - Modify Root/Shoot ratio Alleviate Root Water Influxes in Wheat under Drought Stress
Bacher, H., et. al. (2021), Journal of Experimental Botany, DOI: 10.1093/jxb/erab500 - Risk-management strategies and transpiration rates of wild barley in uncertain environments
Galkin, E., et. al. (2018), Physiologia Plantarum, DOI: 10.1111/ppl.12814 - A combination of stomata deregulation and a distinctive modulation of amino acid metabolism are associated with enhanced tolerance of wheat varieties to transient drought
Aidoo, K. M., et. al. (2017), Metabolomics, DOI: 10.1007s11306-017-1267-y - Transcriptome sequencing of two wild barley (Hordeum spontaneum L.) ecotypes differentially adapted to drought stress reveals ecotype-specific transcripts
Bedada, G., et. al. (2014), BMC Genomics, DOI: 10.1186/1471-2164-15-995 - Comparative analysis of water-use behavior and drought resilience in selected tropical sorghum (Sorghum bicolor L.) cultivars
Dewi, S. E., et. al. (2025), Journal of Agriculture and Food Research, DOI: 10.1016/j.jafr.2025.102093
Legumes
- Melatonin seed priming improves early establishment and water stress tolerance of peanut
De Camargo Santos, A., et. al. (2024), Plant Physiology and Biochemistry, DOI: 10.1016/j.plaphy.2024.108664 - Cross-Generational Effect of Water Deficit Priming on Physiology of Peanut Plants Under Water Stress
De Camargo Santos, A., et. al. (2024), Journal of Agronomy and Crop Science, DOI: 10.1111/jac.12736 - A panomics-driven framework for the improvement of major food legume crops: advances, challenges, and future prospects
Hongliang, H., et. al. (2025), Horticultural Research, DOI: 10.1093/hr/uhaf091 - Understanding water conservation vs. profligation traits in vegetable legumes through a physio-transcriptomic-functional approach
Fang, P. et. al. (2023), Horticulture Research, DOI: 10.1093/hr/uhac287 - Responses of two Acacia species to drought suggest different water-use strategies, reflecting their topographic distribution
Uni, D. et. al. (2023), Front. Plant Sci., DOI: 10.3389/fpls.2023.1154223 - Unraveling the Genetic Architecture of Two Complex, Stomata-Related Drought-Responsive Traits by High-Throughput Physiological Phenotyping and GWAS in Cowpea
Wu, X., et. al. (2021), Front. Genet., DOI: 10.3389/fgene.2021.743758 - Natural variation and gene regulatory basis for the responses of asparagus beans to soil drought
Xu, P., et. al. (2015), Frontiers in Plant Sciences, DOI: 10.3389/fpls.2015.00891
Vegetable & Herb Crops
Tomato
- Sounds emitted by plants under stress are airborne and informative
Khait, I., et. al. (2023), Cell, DOI: 10.1016/j.cell.2023.03.009 - Combining functional physiological phenotyping and simulation model to estimate dynamic water use efficiency and infer transpiration sensitivity traits
Sun, T., et. al. (2023), European Journal of Agronomy, DOI: 10.1016/j.eja.2023.126955 - The balance of survival: Comparative drought response in wild and domesticated tomatoes
Lupo, Y., & Moshelion, M. (2023), Plant Science, DOI: 10.1016/j.plantsci.2023.111928 - Diurnal stomatal apertures and density ratios affect whole-canopy stomatal conductance, water-use efficiency and yield
Gosa, S. C., et. al. (2022), bioRxiv, DOI: 10.1101/2022.01.06.475121 - The potential of dynamic physiological traits in young tomato plants to predict field-yield performance
Gosa, S. C., et. al. (2022), Plant Science, DOI: 10.1016/j.plantsci.2021.111122 - Interplay between abiotic (drought) and biotic (virus) stresses in tomato plants
Mishra R. et. al. (2021), Molecular Plant Pathology, DOI: 10.1111/mpp.13172 - Inhibition of gibberellin accumulation by water deficiency promotes fast and long-term ‘drought avoidance’ responses in tomato
Shohat, H., et. al. (2021), New Phytologist, DOI: 10.1111/nph.17709 - Tomato Yellow Leaf Curl Virus (TYLCV) Promotes Plant Tolerance to Drought
Shteinberg, M., et. al. (2021), Cells, DOI: 10.3390/cells10112875 - Mutations in the Tomato Gibberellin Receptors Suppress Xylem Proliferation and Reduce Water Loss Under Water-Deficit Conditions
Illouz-Eliaz, N., et. al. (2020), Journal of Experimental Botany, DOI: 10.3390/rs12091493 - Multiple Gibberellin Receptors Contribute to Phenotypic Stability under Changing Environments
Illouz-Eliaz, N., et. al. (2019), Plant Cell, DOI: 10.1193/jxb/eraa137 - The tomato DELLA protein PROCERA acts in guard cells to promote stomatal closure
Nir, I., et. Al. (2017), Plant Cell, DOI: 10.1105/tpc.17.00542 - Cytokinin activity increases stomatal density and transpiration rate in tomato
Farber, M., et. al. (2016), Journal of Experimental Botany, DOI: 10.1093/jxb/erw398 - Relationship between hexokinase and the aquaporin PIP1 in the regulation of photosynthesis and plant growth
Kelly, G., et. al. (2014), PLoS One, DOI: 10.1371/journal.pone.0087888 - Hexokinase mediates stomatal closure
Kelly, G., et. al. (2013), The Plant Journal, DOI: 10.1111/tpj.12258 - Improving plant stress tolerance and yield production: is the tonoplast aquaporin SlTIP2;2 a key to isohydric to anisohydric conversion?
Sade, N., et. al. (2009), New Phytologist, DOI: 10.1111/j.1469-8137.2008.02689.x - Integrating solar induced fluorescence with high throughput plant screening for advanced phenotyping of plants
Mayo, A., et. al. (2024), Smart Agricultural Technology, DOI: 10.1016/j.atech.2024.100642
Pepper
- Pepper Plants Leaf Spectral Reflectance Changes as a Result of Root Rot Damage
Weksler, S., et. al. (2021), Remote Sens., DOI: 10.3390/rs13050980 - Dynamic Physiological Phenotyping of Drought-Stressed Pepper Plants Treated With “Productivity-Enhancing” and “Survivability-Enhancing” Biostimulants
Dalal, A., et. al. (2019), Front. Plant Sci., DOI: 10.3389/fpls.2019.00905
Tobacco
- Guard cell activity of PIF4 and HY5 control transpiration
Kelly, G., et. al. (2024), Plant Science, DOI: 10.1016/j.plantsci.2022.111583 - Sounds emitted by plants under stress are airborne and informative
Khait, I., et. al. (2023), Cell, DOI: 10.1016/j.cell.2023.03.009 - Examination of Plant Physiological Monitoring Alongside in-Vivo Four-Point-Probe Impedance Spectroscopy of Live Tobacco Plants
Bar-On, L. et. al. (2023), IEEE, DOI: 10.1109/CAFE58535.2023.10292060 - Tree tobacco (Nicotiana glauca) cuticular wax composition is essential for leaf retention during drought, facilitating a speedy recovery following rewatering
Negin, B. et. al. (2022), New Phytologist, DOI: 10.1111/nph.18615 - The Role of Tobacco Aquaporin1 in Improving Water Use Efficiency, Hydraulic Conductivity, and Yield Production Under Salt Stress
Sade, N., et. al. (2010), Plant Physiology, DOI: 10.1104/pp.109.145854
Leafy crops
- Continuous seasonal monitoring of nitrogen and water content in lettuce using a dual phenomics system
Weksler, S., et. al. (2021), Journal of Experimental Botany, DOI: 10.1093/jxb/erab561 - Harnessing smartphone RGB imagery and LiDAR point cloud for enhanced leaf nitrogen and shoot biomass assessment – Chinese spinach as a case study
Harikumar, A., et. al. (2025), Frontiers in Plant Sciences, DOI: 10.3389/fpls.2025.1592329
Others
- A Comparative Analysis of High-Throughput and Conventional Phenotyping: Validation of Plantarray System and Dynamic Physiological Traits for Drought Tolerance in Watermelon
Cheng, R., et. al. (2025), Horticulturae, DOI: 10.3390/horticulturae11111374 - Vacuolar invertase knockout enhances drought tolerance in potato plants
Roitman, M., et. al. (2025), bioRxiv, DOI: 10.64898/2025.12.01.691554
Specialty Crops
- Optimized substrate selection for enhanced orchid growth based on high-throughput lysimetric arrays
Yao, J., et. al. (2025), Journal of Zhejiang University-SCIENCE B, DOI: 10.1631/jzus.B2500195 - High-Resolution Analysis of Growth and Transpiration of Quinoa Under Saline Conditions
Roman, V. J., el. al. (2021), Front. Plant Sci., DOI: 10.3389/fpls.2021.634311 - Functional physiological phenotyping and transcriptome analysis provide new insight into strawberry growth and water consumption
Jiang, L. et. al. (2022), Front. Plant Sci., DOI: 10.3389/fpls.2022.1074132 - Transcriptomic and Metabolomic Analyses Provide New Insights into the Response of Strawberry (Fragaria × ananassa Duch.) to Drought Stress
Jiang, L., et. al. (2024), Horticulturae, DOI: 10.3390/horticulturae10070734 - Effects of Drought on Inflorescence Yield, and Secondary Metabolites in 2 Cannabis sativa L.
Shenhar, I., et. al. (2025), biorxiv, DOI: 10.1101/2025.02.16.638548
Generic / Multi-crop
- Integrating Load‐Cell Lysimetry and Machine Learning for Prediction of Daily Plant Transpiration
Friedman, S., et. al. (2025), Plant, Cell & Environment, DOI: 10.1111/pce.70222 - Wireless Sensor Network: New Concept of Spatial-Temporal Monitoring Plant–Environment Interactions
Ifrach, I., et. al. (2025), bioRxiv, DOI: 10.1101/2025.09.04.674105 - Functional phenotyping: Understanding the dynamic response of plants to drought stress
Mansoor, S., & Chung, Y. S. (2024), Current Plant Biology, DOI: 10.1016/j.cpb.2024.100331 - Guard cell activity of PIF4 and HY5 control transpiration
Kelly, G., et. al. (2024), Plant Science, DOI: 10.1016/j.plantsci.2022.111583 - Nitrogen ionome dynamics on leafy vegetables in tropical climate
Shenhar, I., et. al. (2024), bioRxiv, DOI: 10.1101/2024.10.17.618770 - Leveraging “golden-hour” WUE for developing superior vegetable varieties with optimal water-saving and growth traits
Jiang, R., et. al. (2024), Vegetable Research, DOI: 10.48130/vegres-0024-0001 - A panomics-driven framework for the improvement of major food legume crops: advances, challenges, and future prospects
Hongliang, H., et. al. (2025), Horticultural Research, DOI: 10.1093/hr/uhaf091 - Leaf hydraulic maze: Abscisic acid effects on bundle sheath, palisade, and spongy mesophyll conductance
Yaaran, A., et. al. (2023), Plant Physiology, DOI: 10.1093/kiad372 - Editorial: State-of-the-Art Technology and Applications in Crop Phenomics
Yang, W., et. al. (2021), Front. Plant Sci., DOI: 10.3389/fpls.2021.767324 - On the Interpretation of Four Point Impedance Spectroscopy of Plant Dehydration Monitoring
Bar-On, L., & Shacham-Diamand, Y. (2021), IEEE, DOI: 10.1109/JETCAS.2021.3098984 - Detection of Potassium Deficiency and Momentary Transpiration Rate Estimation at Early Growth Stages Using Proximal Hyperspectral Imaging and Extreme Gradient Boosting
Weksler, S., et. al. (2021), Sensors, DOI: 10.3390/s21030958 - The dichotomy of yield and drought resistance; Translation challenges from basic research to crop adaptation to climate change
Moshelion, M. (2020), EMBO Rep, DOI: 10.15252/embr.202051598 - A Telemetric, Gravimetric Platform for Real-Time Physiological Phenotyping of Plant–Environment Interactions
Dalal, A., et. al. (2020), JoVE, DOI: 10.3791/61280 - Role of guard-cell ABA in determining steady-state stomatal aperture and prompt vapor-pressure-deficit response
Yaaran, A., et. al. (2019), Plant Science, DOI: 10.1016/j.plantsci.2018.12.027 - Quantitative and comparative analysis of whole-plant performance for functional physiological traits phenotyping: New tools to support prebreeding and plant stress physiology studies
Gosa, S. C., et. al. (2019), Plant Science, DOI: 10.1016/j.plantsci.2018.05.008 - High-throughput physiological phenotyping and screening system for the characterization of plant–environment interactions
Halperin, O., et. al. (2016), The Plant Journal, DOI: 10.1111/tpj.13425 - The advantages of functional phenotyping in pre-field screening for drought-tolerant crops
Negin, B., et. al. (2016), Functional Plant Biology, DOI: 10.1071/FP16156 - Current challenges and future perspectives of plant and agricultural biotechnology
Moshelion, M. & Altman, A. (2015), Trends in Biotechnology, DOI: 10.1016/j.tibtech.2015.03.001 - Expression of Arabidopsis Hexokinase in Citrus Guard Cells Controls Stomatal Aperture and Reduces Transpiration
Lugassi, N., et. al. (2015), Frontiers in Plant Sciences, DOI: 10.3389/fpls.2015.01114 - Role of aquaporins in determining transpiration and photosynthesis in water-stressed plants: crop water-use efficiency, growth and yield
Moshelion, M., et. al. (2014), Plant Cell & Environment, DOI: 10.1111/pce.12410 - Risk-taking plants: Anisohydric behavior as a stress-resistance trait
Sade, N., et. Al. (2012), Plant Signaling & Behavior, DOI: 10.4161/psb.20505 - PlantRing: A high-throughput wearable sensor system for decoding plant growth, water relations, and innovating irrigation
Sun, T., et. al. (2025), CellPress, DOI: 10.1016/j.xplc.2025.101322 - Artificial intelligence in vegetable crops: recent advances and prospects
Gong, c., & Diao, W., (2025), Vegetable Research, DOI: 10.48130/vegres-0025-0012 - Assessing salinity-induced impacts on plant transpiration through machine learning: from model development to deployment
Hailegnaw, S, N., et. al. (2025), Modeling Earth Systems and Environment, DOI: 10.10.1007/s40808-025-02343-w - Beyond VPD: Multi-sensor, sub-hourly microclimate improves machine-learning prediction of greenhouse evaporation in a Mediterranean semi-arid greenhouse
Averbuch, N., & Moshelion, M (2026), Jornal of Hydrology, DOI: 10.1016/j.ejrh.2026.103324
Drought
- Optimized substrate selection for enhanced orchid growth based on high-throughput lysimetric arrays
Yao, J., et. al. (2025), Journal of Zhejiang University-SCIENCE B, DOI: 10.1631/jzus.B2500195 - Vacuolar invertase knockout enhances drought tolerance in potato plants
Roitman, M., et. al. (2025), bioRxiv, DOI: 10.64898/2025.12.01.691554 - A Comparative Analysis of High-Throughput and Conventional Phenotyping: Validation of Plantarray System and Dynamic Physiological Traits for Drought Tolerance in Watermelon
Cheng, R., et. al. (2025), Horticulturae, DOI: 10.3390/horticulturae11111374 - Integrating Load‐Cell Lysimetry and Machine Learning for Prediction of Daily Plant Transpiration
Friedman, S., et. al. (2025), Plant, Cell & Environment, DOI: 10.1111/pce.70222 - A missense mutation in the barley Xan‑h gene encoding the Mg‑chelatase subunit I leads to a viable pale green line with reduced daily transpiration rate
Persello, A., et. al. (2024), Plant Cell Reports, DOI: 10.1007/s00299-024-03328-2 - Precision phenotyping of a barley diversity set reveals distinct drought response strategies
Paul, M., et. al. (2024), Frontiers, DOI: 10.3389/fpls.2024.1393991 - Melatonin seed priming improves early establishment and water stress tolerance of peanut
De Camargo Santos, A., et. al. (2024), Plant Physiology and Biochemistry, DOI: 10.1016/j.plaphy.2024.108664 - Cross-Generational Effect of Water Deficit Priming on Physiology of Peanut Plants Under Water Stress
De Camargo Santos, A., et. al. (2024), Journal of Agronomy and Crop Science, DOI: 10.1111/jac.12736 - Functional phenotyping: Understanding the dynamic response of plants to drought stress
Mansoor, S., & Chung, Y. S. (2024), Current Plant Biology, DOI: 10.1016/j.cpb.2024.100331 - Dynamic physiological response of tef to contrasting water availabilities
Alemu, M. D., et. al. (2024), Front. Plant Sci., DOI: 10.3389/fpls.2024.1406173 - Leveraging “golden-hour” WUE for developing superior vegetable varieties with optimal water-saving and growth traits
Jiang, R., et. al. (2024), Vegetable Research, DOI: 10.48130/vegres-0024-0001 - Understanding water conservation vs. profligation traits in vegetable legumes through a physio-transcriptomic-functional approach
Fang, P. et. al. (2023), Horticulture Research, DOI: 10.1093/hr/uhac287 - Leaf hydraulic maze: Abscisic acid effects on bundle sheath, palisade, and spongy mesophyll conductance
Yaaran, A., et. al. (2023), Plant Physiology, DOI: 10.1093/kiad372 - Sounds emitted by plants under stress are airborne and informative
Khait, I., et. al. (2023), Cell, DOI: 10.1016/j.cell.2023.03.009 - Combining functional physiological phenotyping and simulation model to estimate dynamic water use efficiency and infer transpiration sensitivity traits
Sun, T., et. al. (2023), European Journal of Agronomy, DOI: 10.1016/j.eja.2023.126955 - Agronomic and Physiological Traits Response of Three Tropical Sorghum (Sorghum bicolor L.) Cultivars to Drought and Salinity
Dewi, E. S., et al. (2023), Agronomy, DOI: 10.3390/agronomy13112788 - The balance of survival: Comparative drought response in wild and domesticated tomatoes
Lupo, Y., & Moshelion, M. (2023), Plant Science, DOI: 10.1016/j.plantsci.2023.111928 - Examination of Plant Physiological Monitoring Alongside in-Vivo Four-Point-Probe Impedance Spectroscopy of Live Tobacco Plants
Bar-On, L. et. al. (2023), IEEE, DOI: 10.1109/CAFE58535.2023.10292060 - Drought and recovery in barley: key gene networks and retrotransposon
Maitry, P. et. al. (2023), Front. Plant Sci., DOI: 10.3389/fpls.2023.1193284r - Responses of two Acacia species to drought suggest different water-use strategies, reflecting their topographic distribution
Uni, D. et. al. (2023), Front. Plant Sci., DOI: 10.3389/fpls.2023.1154223 - Diurnal stomatal apertures and density ratios affect whole-canopy stomatal conductance, water-use efficiency and yield
Gosa, S. C., et. al. (2022), bioRxiv, DOI: 10.1101/2022.01.06.475121 - The potential of dynamic physiological traits in young tomato plants to predict field-yield performance
Gosa, S. C., et. al. (2022), Plant Science, DOI: 10.1016/j.plantsci.2021.111122 - Functional physiological phenotyping and transcriptome analysis provide new insight into strawberry growth and water consumption
Jiang, L. et. al. (2022), Front. Plant Sci., DOI: 10.3389/fpls.2022.1074132 - Interplay between abiotic (drought) and biotic (virus) stresses in tomato plants
Mishra R. et. al. (2021), Molecular Plant Pathology, DOI: 10.1111/mpp.13172 - Low Si combined with drought causes reduced transpiration in sorghum Lsi1 mutant
Markovich, O., et. al. (2022), Plant Soil, DOI: 10.1007/s11104-022-05298-4 - Tree tobacco (Nicotiana glauca) cuticular wax composition is essential for leaf retention during drought, facilitating a speedy recovery following rewatering
Negin, B. et. al. (2022), New Phytologist, DOI: 10.1111/nph.18615 - Continuous seasonal monitoring of nitrogen and water content in lettuce using a dual phenomics system
Weksler, S., et. al. (2021), Journal of Experimental Botany, DOI: 10.1093/jxb/erab561 - On the Interpretation of Four Point Impedance Spectroscopy of Plant Dehydration Monitoring
Bar-On, L., & Shacham-Diamand, Y. (2021), IEEE, DOI: 10.1109/JETCAS.2021.3098984 - Modify Root/Shoot ratio Alleviate Root Water Influxes in Wheat under Drought Stress
Bacher, H., et. al. (2021), Journal of Experimental Botany, DOI: 10.1093/jxb/erab500 - Inhibition of gibberellin accumulation by water deficiency promotes fast and long-term ‘drought avoidance’ responses in tomato
Shohat, H., et. al. (2021), New Phytologist, DOI: 10.1111/nph.17709 - Unraveling the Genetic Architecture of Two Complex, Stomata-Related Drought-Responsive Traits by High-Throughput Physiological Phenotyping and GWAS in Cowpea
Wu, X., et. al. (2021), Front. Genet., DOI: 10.3389/fgene.2021.743758 - Tomato Yellow Leaf Curl Virus (TYLCV) Promotes Plant Tolerance to Drought
Shteinberg, M., et. al. (2021), Cells, DOI: 10.3390/cells10112875 - High-Throughput physiology-based stress response phenotyping: Advantages, applications and prospective in horticultural plants
Li, Y., et. al. (2021), Horticultural Plant Journal, DOI: 10.1016/j.hpj.2020.09.004 - The dichotomy of yield and drought resistance; Translation challenges from basic research to crop adaptation to climate change
Moshelion, M. (2020), EMBO Rep, DOI: 10.15252/embr.202051598 - Mutations in the Tomato Gibberellin Receptors Suppress Xylem Proliferation and Reduce Water Loss Under Water-Deficit Conditions
Illouz-Eliaz, N., et. al. (2020), Journal of Experimental Botany, DOI: 10.3390/rs12091493 - Multiple Gibberellin Receptors Contribute to Phenotypic Stability under Changing Environments
Illouz-Eliaz, N., et. al. (2019), Plant Cell, DOI: 10.1193/jxb/eraa137 - Dynamic Physiological Phenotyping of Drought-Stressed Pepper Plants Treated With “Productivity-Enhancing” and “Survivability-Enhancing” Biostimulants
Dalal, A., et. al. (2019), Front. Plant Sci., DOI: 10.3389/fpls.2019.00905 - Risk-management strategies and transpiration rates of wild barley in uncertain environments
Galkin, E., et. al. (2018), Physiologia Plantarum, DOI: 10.1111/ppl.12814 - A combination of stomata deregulation and a distinctive modulation of amino acid metabolism are associated with enhanced tolerance of wheat varieties to transient drought
Aidoo, K. M., et. al. (2017), Metabolomics, DOI: 10.1007s11306-017-1267-y - Transcriptome analysis of Pinus halepensis under drought stress and during recovery
Fox, H., et. al. (2017), Tree Physiology, DOI: 10.1093/treephys/tpx137 - The advantages of functional phenotyping in pre-field screening for drought-tolerant crops
Negin, B., et. al. (2016), Functional Plant Biology, DOI: 10.1071/FP16156 - Growth and physiological responses of isohydric and anisohydric poplars to drought
Attia, Z., et. al. (2015), Journal of Experimental Botany, DOI: 10.1093/jxb/erv195 - Natural variation and gene regulatory basis for the responses of asparagus beans to soil drought
Xu, P., et. al. (2015), Frontiers in Plant Sciences, DOI: 10.3389/fpls.2015.00891 - Transcriptome sequencing of two wild barley (Hordeum spontaneum L.) ecotypes differentially adapted to drought stress reveals ecotype-specific transcripts
Bedada, G., et. al. (2014), BMC Genomics, DOI: 10.1186/1471-2164-15-995 - The Arabidopsis gibberellin methyl transferase 1 suppresses gibberellin activity, reduces whole-plant transpiration and promotes drought tolerance in transgenic tomato
Nir, I., et. al. (2013), Plant Cell and Environment, DOI: 10.1111/pce.12135 - Risk-taking plants: Anisohydric behavior as a stress-resistance trait
Sade, N., et. Al. (2012), Plant Signaling & Behavior, DOI: 10.4161/psb.20505 - Development of synchronized, autonomous, and self-regulated oscillations in transpiration rate of a whole tomato plant under water stress
Wallach, R., et. al. (2010), Journal of Experimental Botany, DOI: 10.1093/jxb/erq168 - Improving plant stress tolerance and yield production: is the tonoplast aquaporin SlTIP2;2 a key to isohydric to anisohydric conversion?
Sade, N., et. al. (2009), New Phytologist, DOI: 10.1111/j.1469-8137.2008.02689.x - Integration of IoT Technologies and High-Performance Phenotyping for Climate Control in Greenhouses and Mitigation of Water Deficit: A Study of High-Andean Oat
Villagran, E., et. al. (2024), AgriEngineering, DOI: 10.3390/agriengineering6040227 - Integrating solar induced fluorescence with high throughput plant screening for advanced phenotyping of plants
Mayo, A., et. al. (2024), Smart Agricultural Technology, DOI: 10.1016/j.atech.2024.100642 - Transcriptomic and Metabolomic Analyses Provide New Insights into the Response of Strawberry (Fragaria × ananassa Duch.) to Drought Stress
Jiang, L., et. al. (2024), Horticulturae, DOI: 10.3390/horticulturae10070734 - PlantRing: A high-throughput wearable sensor system for decoding plant growth, water relations, and innovating irrigation
Sun, T., et. al. (2025), CellPress, DOI: 10.1016/j.xplc.2025.101322 - Excessive leaf oil modulates the plant abiotic stress response via reduced stomatal aperture in
Murphy, T. K., et. al. (2025), The Plant Journal, DOI: 10.1111/tpj.70067 - Effects of Drought on Inflorescence Yield, and Secondary Metabolites in 2 Cannabis sativa L.
Shenhar, I., et. al. (2025), biorxiv, DOI: 10.1101/2025.02.16.638548 - Comparative analysis of water-use behavior and drought resilience in selected tropical sorghum (Sorghum bicolor L.) cultivars
Dewi, S. E., et. al. (2025), Journal of Agriculture and Food Research, DOI: 10.1016/j.jafr.2025.102093
Salinity
- Agronomic and Physiological Traits Response of Three Tropical Sorghum (Sorghum bicolor L.) Cultivars to Drought and Salinity
Dewi, E. S., et al. (2023), Agronomy, DOI: 10.3390/agronomy13112788 - High-Resolution Analysis of Growth and Transpiration of Quinoa Under Saline Conditions
Roman, V. J., el. al. (2021), Front. Plant Sci., DOI: 10.3389/fpls.2021.634311 - High-Throughput physiology-based stress response phenotyping: Advantages, applications and prospective in horticultural plants
Li, Y., et. al. (2021), Horticultural Plant Journal, DOI: 10.1016/j.hpj.2020.09.004 - Natural variation and gene regulatory basis for the responses of asparagus beans to soil drought
Xu, P., et. al. (2015), Frontiers in Plant Sciences, DOI: 10.3389/fpls.2015.00891 - The Role of Tobacco Aquaporin1 in Improving Water Use Efficiency, Hydraulic Conductivity, and Yield Production Under Salt Stress
Sade, N., et. al. (2010), Plant Physiology, DOI: 10.1104/pp.109.145854 - Improving plant stress tolerance and yield production: is the tonoplast aquaporin SlTIP2;2 a key to isohydric to anisohydric conversion?
Sade, N., et. al. (2009), New Phytologist, DOI: 10.1111/j.1469-8137.2008.02689.x - Assessing salinity-induced impacts on plant transpiration through machine learning: from model development to deployment
Hailegnaw, S, N., et. al. (2025), Modeling Earth Systems and Environment, DOI: 10.10.1007/s40808-025-02343-w
Physiology
- Guard cell activity of PIF4 and HY5 control transpiration
Kelly, G., et. al. (2024), Plant Science, DOI: 10.1016/j.plantsci.2022.111583 - Functional physiological phenotyping with functional mapping: A general framework to bridge the phenotype-genotype gap in plant physiology
Pandey, A. K., et. al. (2021), iScience, DOI: 10.1016/j.isci.2021.102846 - A Hyperspectral-Physiological Phenomics System: Measuring Diurnal Transpiration Rates and Diurnal Reflectance
Weksler, S., et. al. (2020), Remote Sens., DOI: 10.3390/rs12091493 - A Telemetric, Gravimetric Platform for Real-Time Physiological Phenotyping of Plant–Environment Interactions
Dalal, A., et. al. (2020), JoVE, DOI: 10.3791/61280 - Role of guard-cell ABA in determining steady-state stomatal aperture and prompt vapor-pressure-deficit response
Yaaran, A., et. al. (2019), Plant Science, DOI: 10.1016/j.plantsci.2018.12.027 - Quantitative and comparative analysis of whole-plant performance for functional physiological traits phenotyping: New tools to support prebreeding and plant stress physiology studies
Gosa, S. C., et. al. (2019), Plant Science, DOI: 10.1016/j.plantsci.2018.05.008 - The tomato DELLA protein PROCERA acts in guard cells to promote stomatal closure
Nir, I., et. Al. (2017), Plant Cell, DOI: 10.1105/tpc.17.00542 - Cytokinin activity increases stomatal density and transpiration rate in tomato
Farber, M., et. al. (2016), Journal of Experimental Botany, DOI: 10.1093/jxb/erw398 - Expression of Arabidopsis Hexokinase in Citrus Guard Cells Controls Stomatal Aperture and Reduces Transpiration
Lugassi, N., et. al. (2015), Frontiers in Plant Sciences, DOI: 10.3389/fpls.2015.01114 - Relationship between hexokinase and the aquaporin PIP1 in the regulation of photosynthesis and plant growth
Kelly, G., et. al. (2014), PLoS One, DOI: 10.1371/journal.pone.0087888 - Role of aquaporins in determining transpiration and photosynthesis in water-stressed plants: crop water-use efficiency, growth and yield
Moshelion, M., et. al. (2014), Plant Cell & Environment, DOI: 10.1111/pce.12410 - Hexokinase mediates stomatal closure
Kelly, G., et. al. (2013), The Plant Journal, DOI: 10.1111/tpj.12258 - Integration of IoT Technologies and High-Performance Phenotyping for Climate Control in Greenhouses and Mitigation of Water Deficit: A Study of High-Andean Oat
Villagran, E., et. al. (2024), AgriEngineering, DOI: 10.3390/agriengineering6040227 - Integrating solar induced fluorescence with high throughput plant screening for advanced phenotyping of plants
Mayo, A., et. al. (2024), Smart Agricultural Technology, DOI: 10.1016/j.atech.2024.100642
Nutrients
- Optimized substrate selection for enhanced orchid growth based on high-throughput lysimetric arrays
Yao, J., et. al. (2025), Journal of Zhejiang University-SCIENCE B, DOI: 10.1631/jzus.B2500195 - Low Si combined with drought causes reduced transpiration in sorghum Lsi1 mutant
Markovich, O., et. al. (2022), Plant Soil, DOI: 10.1007/s11104-022-05298-4 - Continuous seasonal monitoring of nitrogen and water content in lettuce using a dual phenomics system
Weksler, S., et. al. (2021), Journal of Experimental Botany, DOI: 10.1093/jxb/erab561 - Detection of Potassium Deficiency and Momentary Transpiration Rate Estimation at Early Growth Stages Using Proximal Hyperspectral Imaging and Extreme Gradient Boosting
Weksler, S., et. al. (2021), Sensors, DOI: 10.3390/s21030958 - Dynamic Physiological Phenotyping of Drought-Stressed Pepper Plants Treated With “Productivity-Enhancing” and “Survivability-Enhancing” Biostimulants
Dalal, A., et. al. (2019), Front. Plant Sci., DOI: 10.3389/fpls.2019.00905 - Harnessing smartphone RGB imagery and LiDAR point cloud for enhanced leaf nitrogen and shoot biomass assessment – Chinese spinach as a case study
Harikumar, A., et. al. (2025), Frontiers in Plant Sciences, DOI: 10.3389/fpls.2025.1592329
Phenotyping Technology
- Wireless Sensor Network: New Concept of Spatial-Temporal Monitoring Plant–Environment Interactions
Ifrach, I., et. al. (2025), bioRxiv, DOI: 10.1101/2025.09.04.674105 - A panomics-driven framework for the improvement of major food legume crops: advances, challenges, and future prospects
Hongliang, H., et. al. (2025), Horticultural Research, DOI: 10.1093/hr/uhaf091 - Editorial: State-of-the-Art Technology and Applications in Crop Phenomics
Yang, W., et. al. (2021), Front. Plant Sci., DOI: 10.3389/fpls.2021.767324 - Current challenges and future perspectives of plant and agricultural biotechnology
Moshelion, M. & Altman, A. (2015), Trends in Biotechnology, DOI: 10.1016/j.tibtech.2015.03.001 - Artificial intelligence in vegetable crops: recent advances and prospects
Gong, c., & Diao, W., (2025), Vegetable Research, DOI: 10.48130/vegres-0025-0012 - AdapTree: Data-Driven Approach to Assessing Plant Stress Through the AI-Sensor Synergy
Garg, D., et. al. (2025), Sensors, DOI: 10.3390/s25103149
Biotic Stress
- Early Detection and Quantification of Fusarium Wilt in Greenhouse-Grown Tomato Plants Using Water-Relation Measurements
Friedman, S., et. al. (2025), Plant disease, DOI: 10.1094/PDIS-07-24-1523-RE - Interplay between abiotic (drought) and biotic (virus) stresses in tomato plants
Mishra R. et. al. (2021), Molecular Plant Pathology, DOI: 10.1111/mpp.13172 - Tomato Yellow Leaf Curl Virus (TYLCV) Promotes Plant Tolerance to Drought
Shteinberg, M., et. al. (2021), Cells, DOI: 10.3390/cells10112875 - Pepper Plants Leaf Spectral Reflectance Changes as a Result of Root Rot Damage
Weksler, S., et. al. (2021), Remote Sens., DOI: 10.3390/rs13050980