Online citations, reference lists, and bibliographies.

The Physiological Basis Of Drought Tolerance In Crop Plants: A Scenario-Dependent Probabilistic Approach.

F. Tardieu, T. Simonneau, Bertrand Muller
Published 2018 · Medicine, Biology

Cite This
Download PDF
Analyze on Scholarcy
Share
Drought tolerance involves mechanisms operating at different spatial and temporal scales, from rapid stomatal closure to maintenance of crop yield. We review how short-term mechanisms are controlled for stabilizing shoot water potential and how long-term processes have been constrained by evolution or breeding to fit into acclimation strategies for specific drought scenarios. These short- or long-term feedback processes participate in trade-offs between carbon accumulation and the risk of deleterious soil water depletion. Corresponding traits and alleles may therefore have positive or negative effects on crop yield depending on drought scenarios. We propose an approach that analyzes the genetic architecture of traits in phenotyping platforms and of yield in tens of field experiments. A combination of modeling and genomic prediction is then used to estimate the comparative interests of combinations of alleles depending on drought scenarios. Hence, drought tolerance is understood probabilistically by estimating the benefit and risk of each combination of alleles.
This paper references
10.1016/j.pbi.2009.12.012
Dissection and modelling of abiotic stress tolerance in plants.
F. Tardieu (2010)
10.1111/pce.12800
Osmotic adjustment is a prime drought stress adaptive engine in support of plant production.
Abraham Blum (2017)
10.1016/0378-4290(93)90066-V
Eight cycles of selection for drought tolerance in lowland tropical maize. III. Responses in drought-adaptive physiological and morphological traits
J. Bolaños (1993)
10.1146/annurev-arplant-042809-112122
Abscisic acid: emergence of a core signaling network.
S. Cutler (2010)
10.1111/j.1469-8137.2004.01142.x
The Cohesion-Tension theory
G. Angeles (2004)
10.1093/jxb/erv039
Modelling the coordination of the controls of stomatal aperture, transpiration, leaf growth, and abscisic acid: update and extension of the Tardieu-Davies model.
F. Tardieu (2015)
10.1111/j.1365-3040.1991.tb01521.x
Stomatal responses to humidity in air and helox
K. A. Mott (1991)
10.1104/pp.108.130682
Drought and Abscisic Acid Effects on Aquaporin Content Translate into Changes in Hydraulic Conductivity and Leaf Growth Rate: A Trans-Scale Approach1[W][OA]
B. Parent (2009)
Influence of water stress on growth, yield and radiation use efficiency of various wheat cultivars
A Hussain (2004)
10.1105/tpc.15.00421
Aquaporins Contribute to ABA-Triggered Stomatal Closure through OST1-Mediated Phosphorylation
Alexandre Grondin (2015)
10.1093/jxb/erq438
Water deficits uncouple growth from photosynthesis, increase C content, and modify the relationships between C and growth in sink organs.
Bertrand Muller (2011)
10.1104/pp.106.088708
Gradual Soil Water Depletion Results in Reversible Changes of Gene Expression, Protein Profiles, Ecophysiology, and Growth Performance in Populus euphratica, a Poplar Growing in Arid Regions1[W][OA]
M. Bogeat-Triboulot (2006)
10.1104/pp.108.131458
Aquaporin-Mediated Reduction in Maize Root Hydraulic Conductivity Impacts Cell Turgor and Leaf Elongation Even without Changing Transpiration1[W]
C. Ehlert (2009)
10.1093/JEXBOT/53.368.489
Growth-induced water potentials and the growth of maize leaves.
An-Ching Tang (2002)
10.1111/pce.12175
Rapid shoot-to-root signalling regulates root hydraulic conductance via aquaporins.
R. Vandeleur (2014)
10.1093/jxb/eru223
Can current crop models be used in the phenotyping era for predicting the genetic variability of yield of plants subjected to drought or high temperature?
B. Parent (2014)
10.1111/j.1365-313X.2011.04576.x
Bundle-sheath cell regulation of xylem-mesophyll water transport via aquaporins under drought stress: a target of xylem-borne ABA?
Arava Shatil-Cohen (2011)
10.2135/CROPSCI2002.7390
Selection for reduced carbon isotope discrimination increases aerial biomass and grain yield of rainfed bread wheat
G. Rebetzke (2002)
10.1126/science.168.3931.590
Maize Leaf Elongation: Continuous Measurements and Close Dependence on Plant Water Status
Theodore C. Hsiao (1970)
10.1007/s11104-013-1872-0
Changes in root size and distribution in relation to nitrogen accumulation during maize breeding in China
Xiaochao Chen (2013)
10.1038/nature11575
Little change in global drought over the past 60 years
J. Sheffield (2012)
10.1111/nph.12192
Large-scale characterization of drought pattern: a continent-wide modelling approach applied to the Australian wheatbelt--spatial and temporal trends.
K. Chenu (2013)
10.1104/pp.114.237107
Stomatal Size, Speed, and Responsiveness Impact on Photosynthesis and Water Use Efficiency1[C]
T. Lawson (2014)
10.1093/jxb/ers150
Root attributes affecting water uptake of rice (Oryza sativa) under drought
Amelia Henry (2012)
10.1104/pp.104.4.1385
Hydraulic Signals from the Roots and Rapid Cell-Wall Hardening in Growing Maize (Zea mays L.) Leaves Are Primary Responses to Polyethylene Glycol-Induced Water Deficits
O. Chazen (1994)
10.1006/anbo.1997.0425
Heat Stress-induced Abortion of Buds and Flowers in Pea: Is Sensitivity Linked to Organ Age or to Relations between Reproductive Organs?
Lydie Guilioni (1997)
Grain yield, harvest index, and water use of wheat
J. Passioura (1977)
10.1104/pp.110.163113
Natural Variation of Root Hydraulics in Arabidopsis Grown in Normal and Salt-Stressed Conditions1[C][W]
M. Sutka (2011)
Breeding Technologies to Increase Crop Production in a Changing World
P. Collier (2010)
10.1371/journal.pone.0130855
Integrating Crop Growth Models with Whole Genome Prediction through Approximate Bayesian Computation
F. Technow (2015)
10.1146/annurev.arplant.59.032607.092734
Plant aquaporins: membrane channels with multiple integrated functions.
C. Maurel (2008)
10.1016/J.PBI.2007.04.014
Regulatory metabolic networks in drought stress responses.
M. Seki (2007)
10.2134/AGRONJ15.0016
Limited‐Transpiration Trait May Increase Maize Drought Tolerance in the US Corn Belt
C. Messina (2015)
10.1016/0378-4290(93)90065-U
Eight cycles of selection for drought tolerance in lowland tropical maize. II. Responses in reproductive behavior
J. Bolaños (1993)
10.1007/s11104-007-9492-1
Genotypic variation in seedling root architectural traits and implications for drought adaptation in wheat (Triticum aestivum L.)
A. M. Manschadi (2007)
10.1016/J.AGRFORMET.2007.09.009
Adaptation to diverse semi-arid environments of sorghum genotypes having different plant type and sensitivity to photoperiod
Mamoutou Kouressy (2008)
10.1111/j.1469-8137.2011.03952.x
Biomass allocation to leaves, stems and roots: meta-analyses of interspecific variation and environmental control.
Hendrik Poorter (2012)
10.1111/nph.14053
The growth of vegetative and reproductive structures (leaves and silks) respond similarly to hydraulic cues in maize.
O. Turc (2016)
10.1007/s004250000412
Abscisic acid and hydraulic conductivity of maize roots: a study using cell- and root-pressure probes
Elenor Hose (2000)
Genome-Wide Analysis of Yield in Europe: Allelic Effects Vary with Drought and Heat Scenarios.
E. Millet (2016)
10.1111/gcb.12381
Characterizing drought stress and trait influence on maize yield under current and future conditions.
M. Harrison (2014)
10.1111/j.1469-8137.1991.tb01022.x
Achievable productivities of certain CAM plants: basis for high values compared with C3 and C4 plants
P. Nobel (1991)
10.1146/ANNUREV.ARPLANT.56.032604.144046
Abscisic acid biosynthesis and catabolism.
E. Nambara (2005)
10.1073/pnas.1400966111
Plant roots use a patterning mechanism to position lateral root branches toward available water
Yun Bao (2014)
10.1126/science.1204531
Climate Trends and Global Crop Production Since 1980
D. Lobell (2011)
Is change in ovary carbon
V Oury (2016)
10.1146/annurev.arplant.47.1.377
THE MOLECULAR BASIS OF DEHYDRATION TOLERANCE IN PLANTS.
J. Ingram (1996)
10.1016/J.TPLANTS.2003.12.008
Crop transformation and the challenge to increase yield potential.
T. Sinclair (2004)
10.1007/s00344-005-0103-1
Long-distance ABA Signaling and Its Relation to Other Signaling Pathways in the Detection of Soil Drying and the Mediation of the Plant’s Response to Drought
W. Davies (2005)
10.1093/jxb/erq095
Adapting APSIM to model the physiology and genetics of complex adaptive traits in field crops.
G. Hammer (2010)
10.1016/j.envexpbot.2017.03.002
Bigger is not always better: Reducing leaf area helps stay-green sorghum use soil water more slowly
Barbara George-Jaeggli (2017)
10.1105/tpc.105.035261
Sugars and Circadian Regulation Make Major Contributions to the Global Regulation of Diurnal Gene Expression in Arabidopsis[W][OA]
O. Bläsing (2005)
10.1016/J.CBPA.2009.04.575
Revealing the yield impacts of organ-level quantitative trait loci associated with drought response in maize: a gene-to-phenotype modelling approach
K. Chenu (2009)
10.1104/pp.16.00829
Herbaceous Angiosperms Are Not More Vulnerable to Drought-Induced Embolism Than Angiosperm Trees1[OPEN]
F. Lens (2016)
10.1111/J.1365-3040.2005.01494.X
Leaf growth and turgor in growing cells of maize (Zea mays L.) respond to evaporative demand under moderate irrigation but not in water-saturated soil.
O. Bouchabké (2006)
10.1093/jxb/err106
Drought-stress-induced up-regulation of CAM in seedlings of a tropical cactus, Opuntia elatior, operating predominantly in the C3 mode
Klaus M. Winter (2011)
10.1071/FP16154
Genotypic variation in soil water use and root distribution and their implications for drought tolerance in chickpea.
Ramamoorthy Purushothaman (2017)
10.1534/genetics.107.077297
Quantitative Trait Loci for Grain Yield and Adaptation of Durum Wheat (Triticum durum Desf.) Across a Wide Range of Water Availability
M. Maccaferri (2008)
10.1093/jxb/eru228
Genetic variation in a grapevine progeny (Vitis vinifera L. cvs Grenache×Syrah) reveals inconsistencies between maintenance of daytime leaf water potential and response of transpiration rate under drought
Aude Coupel-Ledru (2014)
10.1111/nph.14292
Too many partners in root-shoot signals. Does hydraulics qualify as the only signal that feeds back over time for reliable stomatal control?
François Tardieu (2016)
Bacterial RNA chaperones
P Castiglioni (2008)
10.2134/agronj2003.0099
Evaluating Plant Breeding Strategies by Simulating Gene Action and Dryland Environment Effects
S. Chapman (2002)
10.1093/aob/mcm180
Domestication and Crop Physiology: Roots of Green-Revolution Wheat
J. Waines (2007)
10.1071/FP14018
Genomics for drought resistance - getting down to earth.
Abraham Blum (2014)
10.1111/nph.14190
Low levels of strigolactones in roots as a component of the systemic signal of drought stress in tomato.
I. Visentin (2016)
10.1073/pnas.1600826113
Reduced nighttime transpiration is a relevant breeding target for high water-use efficiency in grapevine
Aude Coupel-Ledru (2016)
10.1111/J.1365-313X.2007.03234.X
A hydraulic signal in root-to-shoot signalling of water shortage.
A. Christmann (2007)
10.1016/J.GLOENVCHA.2016.04.012
Mapping global patterns of drought risk: An empirical framework based on sub-national estimates of hazard, exposure and vulnerability
Hugo Carrão (2016)
10.1071/ar9890943
A Breeding Program to Reduce the Diameter of the Major Xylem Vessel in the Seminal Roots of Wheat and its Effect on Grain Yield in Rain-fed Environments
R. Richards (1989)
10.1104/pp.110.170704
Mechanisms Linking Drought, Hydraulics, Carbon Metabolism, and Vegetation Mortality1[W]
N. McDowell (2011)
10.1016/S1360-1385(97)82562-9
Plant responses to water deficit
E. Bray (1997)
10.1111/pce.13083
Phenomics allows identification of genomic regions affecting maize stomatal conductance with conditional effects of water deficit and evaporative demand.
Santiago Alvarez Prado (2018)
10.1104/pp.110.157008
Arabidopsis Plants Acclimate to Water Deficit at Low Cost through Changes of Carbon Usage: An Integrated Perspective Using Growth, Metabolite, Enzyme, and Gene Expression Analysis1[C][W][OA]
I. Hummel (2010)
10.1104/pp.106.093559
Overproduction of Abscisic Acid in Tomato Increases Transpiration Efficiency and Root Hydraulic Conductivity and Influences Leaf Expansion1[OA]
A. Thompson (2007)
10.1104/pp.106.087494
Association of Specific Expansins with Growth in Maize Leaves Is Maintained under Environmental, Genetic, and Developmental Sources of Variation1[C][W][OA]
Bertrand Muller (2006)
10.1093/jxb/eru232
Drought adaptation of stay-green sorghum is associated with canopy development, leaf anatomy, root growth, and water uptake
A. Borrell (2014)
10.1016/S0065-2113(05)86002-X
The Contribution of Breeding to Yield Advances in maize (Zea mays L.)
D. Duvick (2005)
10.1071/PP9840243
Development Anatomy in Wheat of Male Sterility Induced by Heat Stress, Water Deficit or Abscisic Acid
H. Saini (1984)
10.1038/nplants.2017.57
Root hydrotropism is controlled via a cortex-specific growth mechanism
Daniela Dietrich (2017)
10.1071/FP02076
Understanding plant responses to drought - from genes to the whole plant.
M. M. Chaves (2003)
10.1016/j.tplants.2013.09.008
Field high-throughput phenotyping: the new crop breeding frontier.
J. L. Araus (2014)
10.1104/pp.113.233478
The Roles of Reactive Oxygen Metabolism in Drought: Not So Cut and Dried[1][C][W]
G. Noctor (2014)
10.1093/jxb/erp118
Exploiting the potential of plants with crassulacean acid metabolism for bioenergy production on marginal lands.
A. Borland (2009)
10.1023/A:1003061706059
Radiation interception and radiation use efficiency of near-isogenic wheat lines with different height
D. Miralles (2004)
10.1111/nph.14715
Root hairs enable high transpiration rates in drying soils.
A. Carminati (2017)
10.1016/J.COPBIO.2005.02.001
Recent advances in engineering plant tolerance to abiotic stress: achievements and limitations.
B. Vinocur (2005)
10.1111/j.1365-3040.2011.02397.x
Gene discovery in cereals through quantitative trait loci and expression analysis in water-use efficiency measured by carbon isotope discrimination.
Jing Chen (2011)
10.1016/S0378-4290(02)00036-9
LEAF WATER POTENTIAL AND OSMOTIC ADJUSTMENT AS PHYSIOLOGICAL TRAITS TO IMPROVE DROUGHT TOLERANCE IN RICE
B. Jongdee (2002)
10.1104/pp.111.176289
Control of Leaf Expansion: A Developmental Switch from Metabolics to Hydraulics1[W][OA]
Florent Pantin (2011)
10.1073/pnas.1604021113
Grasses suppress shoot-borne roots to conserve water during drought
J. Sebastian (2016)
10.1038/nbt.1800
Survival and growth of Arabidopsis plants given limited water are not equal
A. Skirycz (2011)
10.1016/J.TPLANTS.2007.08.012
Root system architecture: opportunities and constraints for genetic improvement of crops.
Sophie de Dorlodot (2007)
10.1111/pce.13005
Distinct controls of leaf widening and elongation by light and evaporative demand in maize.
Sébastien Lacube (2017)
10.1111/pce.12822
Predictable 'meta-mechanisms' emerge from feedbacks between transpiration and plant growth and cannot be simply deduced from short-term mechanisms.
François Tardieu (2017)
10.1126/science.1197985
Passive Origins of Stomatal Control in Vascular Plants
T. Brodribb (2011)
10.1111/j.1365-3040.2010.02191.x
Keep on growing under drought: genetic and developmental bases of the response of rosette area using a recombinant inbred line population.
Sébastien Tisné (2010)
10.1046/J.1365-3040.2001.00657.X
Hydraulic architecture and water flow in growing grass tillers (Festuca arundinacea Schreb.)
P. Martre (2001)
10.1016/J.FCR.2013.03.005
Crop simulation analysis of phenological adaptation of chickpea to different latitudes of India
Vincent Vadez (2013)
10.1016/j.pbi.2016.04.005
Physiological breeding.
M. Reynolds (2016)
Genetic gains in wheat yield and associated physiological changes during the twentieth century.
D. Calderini (1999)
10.1016/j.cub.2017.05.055
Plant Phenomics, From Sensors to Knowledge
F. Tardieu (2017)
10.1071/PP9880717
WHY MEASURE OSMOTIC ADJUSTMENT
R. Munns (1988)
10.1111/nph.12228
Passive and active stomatal control: either or both?
Peter J Franks (2013)
10.1007/s00122-005-0204-z
Mapping QTLs and QTL × environment interaction for CIMMYT maize drought stress program using factorial regression and partial least squares methods
M. Vargas (2005)
10.1104/pp.111.176479
A Common Genetic Determinism for Sensitivities to Soil Water Deficit and Evaporative Demand: Meta-Analysis of Quantitative Trait Loci and Introgression Lines of Maize1[W][OA]
C. Welcker (2011)
10.1104/pp.104.1.247
Transient Responses of Cell Turgor and Growth of Maize Roots as Affected by Changes in Water Potential
J. Frensch (1994)
10.1126/science.1239402
Climate Change Impacts on Global Food Security
T. Wheeler (2013)
10.2134/agronj1960.00021962005200050010x
The effects of soil moisture stress at different stages of growth on the development and yield of corn.
O. Denmead (1960)
10.1038/NCLIMATE2533
Three decades of multi-dimensional change in global leaf phenology
Robert Buitenwerf (2015)
10.1093/JXB/49.SPECIAL_ISSUE.419
Variability among species of stomatal control under fluctuating soil water status and evaporative demand: modelling isohydric and anisohydric behaviours
F. Tardieu (1998)
10.1093/jxb/eru061
Improvement of crop yield in dry environments: benchmarks, levels of organisation and the role of nitrogen.
V. Sadras (2014)
10.1093/pcp/pcq143
Enhanced cytokinin synthesis in tobacco plants expressing PSARK::IPT prevents the degradation of photosynthetic protein complexes during drought.
Rosa M Rivero (2010)
10.1093/AOB/MCF159
Plant responses to water stress.
H. Griffiths (2002)
10.1104/pp.113.233353
Genetic and Physiological Controls of Growth under Water Deficit1
F. Tardieu (2014)
10.1016/J.EJA.2009.06.003
Adaptation to climate change and climate variability in European agriculture: The importance of farm level responses
P. Reidsma (2010)
Expression of Trehalose-6-phosphate Synthase Gene in Escherichia coli and Tests of Its Function
Chen Hong (2005)
10.1104/pp.106.090092
Putative Role of Aquaporins in Variable Hydraulic Conductance of Leaves in Response to Light1
H. Cochard (2006)
10.1111/nph.14027
High-throughput estimation of incident light, light interception and radiation-use efficiency of thousands of plants in a phenotyping platform.
Llorenç Cabrera-Bosquet (2016)
10.1002/2015WR018150
The impact of mucilage on root water uptake—A numerical study
Nimrod Schwartz (2016)
10.1111/nph.12832
Closing gaps: linking elements that control stomatal movement.
H. Kollist (2014)
10.1126/science.1251423
Greater Sensitivity to Drought Accompanies Maize Yield Increase in the U.S. Midwest
D. Lobell (2014)
10.1104/pp.17.00372
Quantifying Wheat Sensitivities to Environmental Constraints to Dissect Genotype × Environment Interactions in the Field1[OPEN]
B. Parent (2017)
10.1093/jxb/erq192
Characterization of root-yield-1.06, a major constitutive QTL for root and agronomic traits in maize across water regimes.
P. Landi (2010)
10.1104/pp.93.4.1337
Growth of the Maize Primary Root at Low Water Potentials : II. Role of Growth and Deposition of Hexose and Potassium in Osmotic Adjustment.
R. Sharp (1990)
10.1093/jxb/ern155
The relationship of drought-related gene expression in Arabidopsis thaliana to hormonal and environmental factors
Daiqing Huang (2008)
10.1111/jipb.12523
What are the evolutionary origins of stomatal responses to abscisic acid in land plants?
F. Sussmilch (2017)
10.1038/ng.2725
Control of root system architecture by DEEPER ROOTING 1 increases rice yield under drought conditions
Y. Uga (2013)
10.1104/pp.96.2.438
Spatial distribution of turgor and root growth at low water potentials.
W. Spollen (1991)
10.1104/pp.113.233486
Plant Water Uptake in Drying Soils1
G. Lobet (2014)
10.1111/nph.12013
The dual effect of abscisic acid on stomata.
Florent Pantin (2013)
10.1104/pp.113.228379
A Hydraulic Model Is Compatible with Rapid Changes in Leaf Elongation under Fluctuating Evaporative Demand and Soil Water Status1[C][W][OPEN]
C. F. Caldeira (2014)
10.1029/2012GL053369
Changes in the variability of global land precipitation
F. Sun (2012)
10.1093/jxb/err269
Any trait or trait-related allele can confer drought tolerance: just design the right drought scenario.
F. Tardieu (2012)
10.1071/FP15308
Hybrid variation for root system efficiency in maize: potential links to drought adaptation.
Erik J. van Oosterom (2016)
10.1098/rstb.1977.0140
Climate and the efficiency of crop production in Britain
J. Monteith (1977)
10.1093/jxb/erq109
Contrasting drought tolerance strategies in two desert annuals of hybrid origin
David M Rosenthal (2010)
Analysis and Design of Feedback Systems: An Introduction for Scientists and Engineers
KJ Åaström (2003)
10.1111/nph.12869
Stay-green alleles individually enhance grain yield in sorghum under drought by modifying canopy development and water uptake patterns.
A. Borrell (2014)
10.1093/jxb/eru040
Transpiration efficiency: new insights into an old story.
V. Vadez (2014)
10.1055/S-2004-820867
Diffusive and metabolic limitations to photosynthesis under drought and salinity in C(3) plants.
J. Flexas (2004)
10.1093/JXB/ERH270
Genes commonly regulated by water-deficit stress in Arabidopsis thaliana.
E. Bray (2004)
10.1016/J.FCR.2004.07.003
Improving drought tolerance in maize: a view from industry
H. Campos (2004)
10.1093/jxb/eru037
The stay-green trait.
H. Thomas (2014)
10.1104/pp.15.00268
Ovary Apical Abortion under Water Deficit Is Caused by Changes in Sequential Development of Ovaries and in Silk Growth Rate in Maize1[OPEN]
V. Oury (2015)
10.1046/J.1365-3040.2001.00698.X
Does engineering abscisic acid biosynthesis in Nicotiana plumbaginifolia modify stomatal response to drought
C. Borel (2001)
10.1093/JXB/ERH277
Breeding for high water-use efficiency.
A. G. Condon (2004)
10.1104/pp.111.3.765
Growth Maintenance of the Maize Primary Root at Low Water Potentials Involves Increases in Cell-Wall Extension Properties, Expansin Activity, and Wall Susceptibility to Expansins
Y. Wu (1996)
10.1111/tpj.13468
Temporal and spatial changes in gene expression, metabolite accumulation and phytohormone content in rice seedlings grown under drought stress conditions
D. Todaka (2017)
10.1038/ncomms6365
Circadian rhythms of hydraulic conductance and growth are enhanced by drought and improve plant performance
Cecílio Frois Caldeira (2014)
10.2135/cropsci1991.0011183X003100050033x
Stem Infusion of Liquid Culture Medium Prevents Reproductive Failure of Maize at Low Water Potential
M. G. Boyle (1991)
10.1093/aob/mcs293
Steep, cheap and deep: an ideotype to optimize water and N acquisition by maize root systems.
J. Lynch (2013)
10.1104/pp.113.233791
Aquaporins: Highly Regulated Channels Controlling Plant Water Relations1
F. Chaumont (2014)



This paper is referenced by
10.1007/s40626-020-00175-w
Metabolic and physiological adjustments of maize leaves in response to aluminum stress
João Augusto Almeida Siqueira (2020)
10.1007/s40502-019-00451-1
Root anatomical traits of wild-rices reveal links between flooded rice and dryland sorghum
Raju Bheemanahalli (2019)
10.5513/jcea01/21.1.2719
Analysis of the pre-registration maize breeding trials and the germplasm developed in Altinova breeding station from 2015 to 2018
Andrija Brkić (2020)
10.3390/AGRONOMY8090194
Generating Plants with Improved Water Use Efficiency
Sonja Blankenagel (2018)
10.1101/636514
A systems genetics approach reveals environment-dependent associations between SNPs, protein co-expression and drought-related traits in maize
Mélisande Blein-Nicolas (2019)
10.3389/fpls.2020.00333
Does Molecular and Structural Evolution Shape the Speedy Grass Stomata?
Yuanyuan Wang (2020)
10.1101/636514
Integrating proteomics and genomics into systems genetics provides novel insights into the mechanisms of drought tolerance in maize
Mélisande Blein-Nicolas (2019)
10.1126/science.aaz7614
The physiology of plant responses to drought
A. Gupta (2020)
10.1111/pce.13758
A novel strigolactone-miR156 module controls stomatal behaviour during drought recovery.
Ivan Visentin (2020)
10.34133/2019/6168209
In Vivo Phenotyping for the Early Detection of Drought Stress in Tomato
Michela Janni (2019)
Initiation of a wheat pre-breeding effort aimed at yield improvement using male-sterility marker assisted recurrent selection
Wandile Ngcamphalala (2018)
10.3390/W11030573
Effects of Drought Stress on Biomass, Essential Oil Content, Nutritional Parameters, and Costs of Production in Six Lamiaceae Species
Pedro García-Caparrós (2019)
10.1016/j.nbt.2019.12.006
Microbial inoculum development for ameliorating crop drought stress: a case study of Variovorax paradoxus 5C-2.
Rosalía García Teijeiro (2019)
10.1007/s40502-018-0416-2
Physiological, genetic and molecular basis of drought resilience in sorghum [Sorghum bicolor (L.) Moench]
Ashok Badigannavar (2018)
10.15244/pjoes/110347
Magnetized Water Confers Drought StressTolerance in Moringa Biotype via Modulationof Growth, Gas Exchange, Lipid Peroxidationand Antioxidant Activity
Md. Mahadi Hasan (2020)
10.1111/tpj.14783
Plant Tissue Succulence Engineering Improves Water-use Efficiency, Water-deficit Stress Attenuation, and Salinity Tolerance in Arabidopsis.
Sung Don Lim (2020)
10.3390/F9090524
Drought Sensitiveness on Forest Growth in Peninsular Spain and the Balearic Islands
Marina Peña-Gallardo (2018)
10.1016/J.AGWAT.2019.04.010
Physiological and agronomic approaches for improving water-use efficiency in crop plants
Muhammad Farooq (2019)
10.1111/ppl.13102
Plausible association between drought stress tolerance of barley (Hordeum vulgare L.) and programmed cell death (PCD) via MC1 and TSN1 genes.
Roohollah Shamloo-Dashtpagerdi (2020)
10.3389/fpls.2018.01908
Heliaphen, an Outdoor High-Throughput Phenotyping Platform for Genetic Studies and Crop Modeling
Florie Gosseau (2019)
10.7685/JNAU.201805100
Plant phenomics:: history, present status and challenges
J. Zhou (2018)
10.1007/s00344-020-10157-6
Strigolactone and Methyl Jasmonate-Induced Antioxidant Defense and the Composition Alterations of Different Active Compounds in Dracocephalum kotschyi Boiss Under Drought Stress
Siamak Shirani Bidabadi (2020)
10.1007/s11105-020-01238-7
Unraveling Physiological and Metabolomic Responses Involved in Phlox subulata L. Tolerance to Drought Stress
Yan Xiong (2020)
10.1101/805739
Phenomenal: An automatic open source library for 3D shoot architecture reconstruction and analysis for image-based plant phenotyping
Simon Artzet (2019)
10.1007/978-3-030-27423-8_14
Engineering Polyamine Metabolic Pathways for Abiotic Stress Tolerance in Plants
Susana de Sousa Araújo (2019)
10.1101/497537
A framework for genomics-informed ecophysiological modeling in plants
Diane R. Wang (2018)
Annual Review of Plant Biology Functional Status of Xylem Through Time
Craig R. Brodersen (2019)
10.3390/w12010217
Effect of Water Deficit on Morphoagronomic and Physiological Traits of Common Bean Genotypes with Contrasting Drought Tolerance
Leonardo Godoy Androcioli (2020)
10.1016/j.envexpbot.2019.103887
Brassinosteroids mediate the effect of soil-drying during meiosis on spikelet degeneration in rice
W. Zhang (2020)
10.3389/fpls.2019.00904
Management and Characterization of Abiotic Stress via PhénoField®, a High-Throughput Field Phenotyping Platform
Katia Beauchêne (2019)
10.1016/J.PLANTSCI.2018.06.015
What is cost-efficient phenotyping? Optimizing costs for different scenarios.
Daniel Reynolds (2019)
10.1111/pce.13539
Changes in the vertical distribution of leaf area enhanced light interception efficiency in maize over generations of selection.
Raphaël P A Perez (2019)
See more
Semantic Scholar Logo Some data provided by SemanticScholar