Introgression of Root and Water Use Efficiency Traits Enhances Water Productivity: An Evidence for Physiological Breeding in Rice (Oryza sativa ... View Full Text


Ontology type: schema:ScholarlyArticle     


Article Info

DATE

2019-12

AUTHORS

Prathibha M. Dharmappa, Pushpa Doddaraju, Mohankumar V. Malagondanahalli, Raju B. Rangappa, N. M. Mallikarjuna, Sowmya H. Rajendrareddy, Ramachandra Ramanjinappa, Rajanna P. Mavinahalli, Trichy Ganesh Prasad, Makarla Udayakumar, Sreeman M. Sheshshayee

ABSTRACT

BACKGROUND: Semi-irrigated aerobic cultivation of rice has been suggested as a potential water saving agronomy. However, suitable cultivars are needed in order to sustain yield levels. An introgression of water mining and water use efficiency (WUE) traits is the most appropriate strategy for a comprehensive genetic enhancement to develop such rice cultivars. RESULTS: We report a novel strategy of phenotyping and marker-assisted backcross breeding to introgress water mining (root) and water use efficiency (WUE) traits into a popular high yielding cultivar, IR-64. Trait donor genotypes for root (AC-39020) and WUE (IET-16348) were crossed separately and the resultant F1s were inter-mated to generate double cross F1s (DCF1). Progenies of three generations of backcross followed by selfing were charatcerised for target phenotype and genome integration. A set of 260 trait introgressed lines were identified. Root weight and root length of TILs were 53% and 23.5% higher, while Δ13C was 2.85‰ lower indicating a significant increase in WUE over IR-64. Five best TILs selected from BC3F3 generation showed 52% and 63% increase in yield over IR-64 under 100% and 60% FC, respectively. The trait introgressed lines resembled IR64 with more than 97% of genome recovered with a significant yield advantage under semi-irrigated aerobic conditions The study validated markers identified earlier by association mapping. CONCLUSION: Introgression of root and WUE into IR64, resulted in an excellent yield advantage even when cultivated under semi-irrigated aerobic condition. The study provided a proof-of-concept that maintaining leaf turgor and carbon metabolism results in improved adaptation to water limited conditions and sustains productivity. A marker based multi-parent backcross breeding is an appropriate approach for trait introgression. The trait introgressed lines developed can be effectively used in future crop improvement programs as donor lines for both root and WUE. More... »

PAGES

14

References to SciGraph publications

  • 2015-12. QTLs underlying natural variation of root growth angle among rice cultivars with the same functional allele of DEEPER ROOTING 1 in RICE
  • 2005-01. An introduction to markers, quantitative trait loci (QTL) mapping and marker-assisted selection for crop improvement: The basic concepts in EUPHYTICA
  • 2013-01. QTLs associated with root traits increase yield in upland rice when transferred through marker-assisted selection in THEORETICAL AND APPLIED GENETICS
  • 2012-04. Aerobic rice for water-saving agriculture. A review in AGRONOMY FOR SUSTAINABLE DEVELOPMENT
  • 1997-07. Genetic dissection of root growth in rice (Oryza sativa L.). II: mapping quantitative trait loci using molecular markers in THEORETICAL AND APPLIED GENETICS
  • 2010-09-15. Phenotyping for Root Traits and Their Improvement Through Biotechnological Approaches for Sustaining Crop Productivity in ROOT GENOMICS
  • 2011. Plant Breeding for Water-Limited Environments in NONE
  • 2013-09. Control of root system architecture by DEEPER ROOTING 1 increases rice yield under drought conditions in NATURE GENETICS
  • 2012-01. Identification of qSOR1, a major rice QTL involved in soil-surface rooting in paddy fields in THEORETICAL AND APPLIED GENETICS
  • 2015-12. A QTL for root growth angle on rice chromosome 7 is involved in the genetic pathway of DEEPER ROOTING 1 in RICE
  • 2009-03. Plant drought stress: effects, mechanisms and management in AGRONOMY FOR SUSTAINABLE DEVELOPMENT
  • 2018-12. IR64: a high-quality and high-yielding mega variety in RICE
  • 2006-01. Marker-assisted selection to introgress rice QTLs controlling root traits into an Indian upland rice variety in THEORETICAL AND APPLIED GENETICS
  • 2013-12. Development and characterization of microsatellite markers for Morus spp. and assessment of their transferability to other closely related species in BMC PLANT BIOLOGY
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1186/s12284-019-0268-z

    DOI

    http://dx.doi.org/10.1186/s12284-019-0268-z

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1112607022

    PUBMED

    https://www.ncbi.nlm.nih.gov/pubmed/30847616


    Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
    Incoming Citations Browse incoming citations for this publication using opencitations.net

    JSON-LD is the canonical representation for SciGraph data.

    TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

    [
      {
        "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
        "about": [
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0703", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Crop and Pasture Production", 
            "type": "DefinedTerm"
          }, 
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/07", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Agricultural and Veterinary Sciences", 
            "type": "DefinedTerm"
          }
        ], 
        "author": [
          {
            "affiliation": {
              "alternateName": "University of Agricultural Sciences, Bangalore", 
              "id": "https://www.grid.ac/institutes/grid.413008.e", 
              "name": [
                "Department of Crop Physiology, University of Agricultural Sciences, GKVK, 560065, Bengaluru, India"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Dharmappa", 
            "givenName": "Prathibha M.", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Agricultural Sciences, Bangalore", 
              "id": "https://www.grid.ac/institutes/grid.413008.e", 
              "name": [
                "Department of Crop Physiology, University of Agricultural Sciences, GKVK, 560065, Bengaluru, India"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Doddaraju", 
            "givenName": "Pushpa", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Agricultural Sciences, Bangalore", 
              "id": "https://www.grid.ac/institutes/grid.413008.e", 
              "name": [
                "Department of Crop Physiology, University of Agricultural Sciences, GKVK, 560065, Bengaluru, India"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Malagondanahalli", 
            "givenName": "Mohankumar V.", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Kansas State University", 
              "id": "https://www.grid.ac/institutes/grid.36567.31", 
              "name": [
                "Department of Crop Physiology, University of Agricultural Sciences, GKVK, 560065, Bengaluru, India", 
                "Present address- Department of Agronomy Kansas State University, Kansas, USA"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Rangappa", 
            "givenName": "Raju B.", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Agricultural Sciences, Bangalore", 
              "id": "https://www.grid.ac/institutes/grid.413008.e", 
              "name": [
                "Department of Crop Physiology, University of Agricultural Sciences, GKVK, 560065, Bengaluru, India"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Mallikarjuna", 
            "givenName": "N. M.", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Agricultural Sciences, Bangalore", 
              "id": "https://www.grid.ac/institutes/grid.413008.e", 
              "name": [
                "Department of Crop Physiology, University of Agricultural Sciences, GKVK, 560065, Bengaluru, India"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Rajendrareddy", 
            "givenName": "Sowmya H.", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "REVA University", 
              "id": "https://www.grid.ac/institutes/grid.464661.7", 
              "name": [
                "Department of Crop Physiology, University of Agricultural Sciences, GKVK, 560065, Bengaluru, India", 
                "Present address: Assistant Professor, Department of Biotechnology, Reva University, Bengaluru, India"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Ramanjinappa", 
            "givenName": "Ramachandra", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "name": [
                "Rice Breeder, Zonal Agricultural Research Station, VC Farm, 571405, Mandya, India"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Mavinahalli", 
            "givenName": "Rajanna P.", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Agricultural Sciences, Bangalore", 
              "id": "https://www.grid.ac/institutes/grid.413008.e", 
              "name": [
                "Department of Crop Physiology, University of Agricultural Sciences, GKVK, 560065, Bengaluru, India"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Prasad", 
            "givenName": "Trichy Ganesh", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Agricultural Sciences, Bangalore", 
              "id": "https://www.grid.ac/institutes/grid.413008.e", 
              "name": [
                "Department of Crop Physiology, University of Agricultural Sciences, GKVK, 560065, Bengaluru, India"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Udayakumar", 
            "givenName": "Makarla", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Agricultural Sciences, Bangalore", 
              "id": "https://www.grid.ac/institutes/grid.413008.e", 
              "name": [
                "Department of Crop Physiology, University of Agricultural Sciences, GKVK, 560065, Bengaluru, India"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Sheshshayee", 
            "givenName": "Sreeman M.", 
            "type": "Person"
          }
        ], 
        "citation": [
          {
            "id": "https://doi.org/10.1071/pp9880799", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1002818917"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0065-2113(04)92004-4", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005336064"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1747-0765.2010.00482.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005900156"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1747-0765.2010.00482.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005900156"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.fcr.2005.07.007", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1006475747"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1744-7348.2005.00033.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1006733701"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1744-7348.2005.00033.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1006733701"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1071/fp13149", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1007725208"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.fcr.2010.10.003", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1007772478"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s12284-015-0044-7", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009599377", 
              "https://doi.org/10.1186/s12284-015-0044-7"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s12284-015-0044-7", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009599377", 
              "https://doi.org/10.1186/s12284-015-0044-7"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.fcr.2005.08.014", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1010493695"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/pce.12327", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1011043507"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1626/pps.14.1", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1011116766"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1155/2014/863683", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1013327518"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1051/agro:2008021", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1013725016", 
              "https://doi.org/10.1051/agro:2008021"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s001220050542", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1014832891", 
              "https://doi.org/10.1007/s001220050542"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s001220050542", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1014832891", 
              "https://doi.org/10.1007/s001220050542"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1080/07352680802467736", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1017476060"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/jxb/err269", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1020757961"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.tplants.2013.09.008", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1022724478"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.pbi.2008.02.005", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1023261719"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-1-4419-7491-4", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1024360651", 
              "https://doi.org/10.1007/978-1-4419-7491-4"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-1-4419-7491-4", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1024360651", 
              "https://doi.org/10.1007/978-1-4419-7491-4"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1146/annurev.pp.40.060189.002443", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1024932147"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.fcr.2014.03.017", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1025795919"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1461-0248.2012.01751.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1026613494"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.agwat.2005.07.012", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1027644679"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/jxb/erq438", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1029705232"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.fcr.2011.03.001", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1030984167"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.fcr.2009.02.005", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1031425601"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.fcr.2012.10.021", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1032301538"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-3-540-85546-0_9", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1032408790", 
              "https://doi.org/10.1007/978-3-540-85546-0_9"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-3-540-85546-0_9", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1032408790", 
              "https://doi.org/10.1007/978-3-540-85546-0_9"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s12284-015-0049-2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1032454168", 
              "https://doi.org/10.1186/s12284-015-0049-2"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s12284-015-0049-2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1032454168", 
              "https://doi.org/10.1186/s12284-015-0049-2"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0378-3774(00)00128-1", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1032566017"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s00122-011-1688-3", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1033810127", 
              "https://doi.org/10.1007/s00122-011-1688-3"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.agwat.2004.11.007", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034280554"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1071/pp9860191", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034726448"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/jxb/erq429", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034977417"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/jxb/erq429", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034977417"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.3389/fphys.2012.00347", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1035953949"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1471-2229-13-194", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1037229530", 
              "https://doi.org/10.1186/1471-2229-13-194"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/jxb/eru363", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1037333596"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1073/pnas.81.24.8014", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1037339771"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/0378-4290(94)00100-q", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1037449118"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.pbi.2016.04.005", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1037898208"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/jxb/erv077", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1038437703"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/ng.2725", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1039101550", 
              "https://doi.org/10.1038/ng.2725"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1071/ar05069", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1039734043"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/0933-3630(93)90002-v", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1040787181"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/0933-3630(93)90002-v", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1040787181"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/jxb/err105", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1041699719"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/jxb/erh277", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1043038002"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.3389/fpls.2014.00086", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1043259537"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s00122-012-1963-y", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1046355236", 
              "https://doi.org/10.1007/s00122-012-1963-y"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.fcr.2008.06.010", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1046644615"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s10681-005-1681-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047936208", 
              "https://doi.org/10.1007/s10681-005-1681-5"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1104/pp.112.208298", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050137085"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s13593-011-0055-8", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1051864574", 
              "https://doi.org/10.1007/s13593-011-0055-8"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.3923/ajar.2014.105.113", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1052210646"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.gfs.2016.02.002", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1052842004"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.gfs.2016.02.002", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1052842004"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s00122-005-0110-4", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1053267392", 
              "https://doi.org/10.1007/s00122-005-0110-4"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s00122-005-0110-4", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1053267392", 
              "https://doi.org/10.1007/s00122-005-0110-4"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.agwat.2011.04.011", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1053429408"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.2135/cropsci2005.0119", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1069029292"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.2135/cropsci2002.1110", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1090703495"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s12284-018-0208-3", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1103149216", 
              "https://doi.org/10.1186/s12284-018-0208-3"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/s12284-018-0208-3", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1103149216", 
              "https://doi.org/10.1186/s12284-018-0208-3"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.3389/fchem.2018.00092", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1103196146"
            ], 
            "type": "CreativeWork"
          }
        ], 
        "datePublished": "2019-12", 
        "datePublishedReg": "2019-12-01", 
        "description": "BACKGROUND: Semi-irrigated aerobic cultivation of rice has been suggested as a potential water saving agronomy. However, suitable cultivars are needed in order to sustain yield levels. An introgression of water mining and water use efficiency (WUE) traits is the most appropriate strategy for a comprehensive genetic enhancement to develop such rice cultivars.\nRESULTS: We report a novel strategy of phenotyping and marker-assisted backcross breeding to introgress water mining (root) and water use efficiency (WUE) traits into a popular high yielding cultivar, IR-64. Trait donor genotypes for root (AC-39020) and WUE (IET-16348) were crossed separately and the resultant F1s were inter-mated to generate double cross F1s (DCF1). Progenies of three generations of backcross followed by selfing were charatcerised for target phenotype and genome integration. A set of 260 trait introgressed lines were identified. Root weight and root length of TILs were 53% and 23.5% higher, while \u039413C was 2.85\u2030 lower indicating a significant increase in WUE over IR-64. Five best TILs selected from BC3F3 generation showed 52% and 63% increase in yield over IR-64 under 100% and 60% FC, respectively. The trait introgressed lines resembled IR64 with more than 97% of genome recovered with a significant yield advantage under semi-irrigated aerobic conditions The study validated markers identified earlier by association mapping.\nCONCLUSION: Introgression of root and WUE into IR64, resulted in an excellent yield advantage even when cultivated under semi-irrigated aerobic condition. The study provided a proof-of-concept that maintaining leaf turgor and carbon metabolism results in improved adaptation to water limited conditions and sustains productivity. A marker based multi-parent backcross breeding is an appropriate approach for trait introgression. The trait introgressed lines developed can be effectively used in future crop improvement programs as donor lines for both root and WUE.", 
        "genre": "research_article", 
        "id": "sg:pub.10.1186/s12284-019-0268-z", 
        "inLanguage": [
          "en"
        ], 
        "isAccessibleForFree": false, 
        "isPartOf": [
          {
            "id": "sg:journal.1041344", 
            "issn": [
              "1939-8425", 
              "1939-8433"
            ], 
            "name": "Rice", 
            "type": "Periodical"
          }, 
          {
            "issueNumber": "1", 
            "type": "PublicationIssue"
          }, 
          {
            "type": "PublicationVolume", 
            "volumeNumber": "12"
          }
        ], 
        "name": "Introgression of Root and Water Use Efficiency Traits Enhances Water Productivity: An Evidence for Physiological Breeding in Rice (Oryza sativa L.)", 
        "pagination": "14", 
        "productId": [
          {
            "name": "readcube_id", 
            "type": "PropertyValue", 
            "value": [
              "3f050fe6f0d362d934f509bca6162f8cd8273e74555e077ce7ac6c418deaeb16"
            ]
          }, 
          {
            "name": "pubmed_id", 
            "type": "PropertyValue", 
            "value": [
              "30847616"
            ]
          }, 
          {
            "name": "nlm_unique_id", 
            "type": "PropertyValue", 
            "value": [
              "101503136"
            ]
          }, 
          {
            "name": "doi", 
            "type": "PropertyValue", 
            "value": [
              "10.1186/s12284-019-0268-z"
            ]
          }, 
          {
            "name": "dimensions_id", 
            "type": "PropertyValue", 
            "value": [
              "pub.1112607022"
            ]
          }
        ], 
        "sameAs": [
          "https://doi.org/10.1186/s12284-019-0268-z", 
          "https://app.dimensions.ai/details/publication/pub.1112607022"
        ], 
        "sdDataset": "articles", 
        "sdDatePublished": "2019-04-11T13:48", 
        "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
        "sdPublisher": {
          "name": "Springer Nature - SN SciGraph project", 
          "type": "Organization"
        }, 
        "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000371_0000000371/records_130792_00000006.jsonl", 
        "type": "ScholarlyArticle", 
        "url": "https://link.springer.com/10.1186%2Fs12284-019-0268-z"
      }
    ]
     

    Download the RDF metadata as:  json-ld nt turtle xml License info

    HOW TO GET THIS DATA PROGRAMMATICALLY:

    JSON-LD is a popular format for linked data which is fully compatible with JSON.

    curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1186/s12284-019-0268-z'

    N-Triples is a line-based linked data format ideal for batch operations.

    curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1186/s12284-019-0268-z'

    Turtle is a human-readable linked data format.

    curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1186/s12284-019-0268-z'

    RDF/XML is a standard XML format for linked data.

    curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1186/s12284-019-0268-z'


     

    This table displays all metadata directly associated to this object as RDF triples.

    332 TRIPLES      21 PREDICATES      89 URIs      21 LITERALS      9 BLANK NODES

    Subject Predicate Object
    1 sg:pub.10.1186/s12284-019-0268-z schema:about anzsrc-for:07
    2 anzsrc-for:0703
    3 schema:author Nae2fcaea83b44be090c648103d621300
    4 schema:citation sg:pub.10.1007/978-1-4419-7491-4
    5 sg:pub.10.1007/978-3-540-85546-0_9
    6 sg:pub.10.1007/s00122-005-0110-4
    7 sg:pub.10.1007/s00122-011-1688-3
    8 sg:pub.10.1007/s00122-012-1963-y
    9 sg:pub.10.1007/s001220050542
    10 sg:pub.10.1007/s10681-005-1681-5
    11 sg:pub.10.1007/s13593-011-0055-8
    12 sg:pub.10.1038/ng.2725
    13 sg:pub.10.1051/agro:2008021
    14 sg:pub.10.1186/1471-2229-13-194
    15 sg:pub.10.1186/s12284-015-0044-7
    16 sg:pub.10.1186/s12284-015-0049-2
    17 sg:pub.10.1186/s12284-018-0208-3
    18 https://doi.org/10.1016/0378-4290(94)00100-q
    19 https://doi.org/10.1016/0933-3630(93)90002-v
    20 https://doi.org/10.1016/j.agwat.2004.11.007
    21 https://doi.org/10.1016/j.agwat.2005.07.012
    22 https://doi.org/10.1016/j.agwat.2011.04.011
    23 https://doi.org/10.1016/j.fcr.2005.07.007
    24 https://doi.org/10.1016/j.fcr.2005.08.014
    25 https://doi.org/10.1016/j.fcr.2008.06.010
    26 https://doi.org/10.1016/j.fcr.2009.02.005
    27 https://doi.org/10.1016/j.fcr.2010.10.003
    28 https://doi.org/10.1016/j.fcr.2011.03.001
    29 https://doi.org/10.1016/j.fcr.2012.10.021
    30 https://doi.org/10.1016/j.fcr.2014.03.017
    31 https://doi.org/10.1016/j.gfs.2016.02.002
    32 https://doi.org/10.1016/j.pbi.2008.02.005
    33 https://doi.org/10.1016/j.pbi.2016.04.005
    34 https://doi.org/10.1016/j.tplants.2013.09.008
    35 https://doi.org/10.1016/s0065-2113(04)92004-4
    36 https://doi.org/10.1016/s0378-3774(00)00128-1
    37 https://doi.org/10.1071/ar05069
    38 https://doi.org/10.1071/fp13149
    39 https://doi.org/10.1071/pp9860191
    40 https://doi.org/10.1071/pp9880799
    41 https://doi.org/10.1073/pnas.81.24.8014
    42 https://doi.org/10.1080/07352680802467736
    43 https://doi.org/10.1093/jxb/erh277
    44 https://doi.org/10.1093/jxb/erq429
    45 https://doi.org/10.1093/jxb/erq438
    46 https://doi.org/10.1093/jxb/err105
    47 https://doi.org/10.1093/jxb/err269
    48 https://doi.org/10.1093/jxb/eru363
    49 https://doi.org/10.1093/jxb/erv077
    50 https://doi.org/10.1104/pp.112.208298
    51 https://doi.org/10.1111/j.1461-0248.2012.01751.x
    52 https://doi.org/10.1111/j.1744-7348.2005.00033.x
    53 https://doi.org/10.1111/j.1747-0765.2010.00482.x
    54 https://doi.org/10.1111/pce.12327
    55 https://doi.org/10.1146/annurev.pp.40.060189.002443
    56 https://doi.org/10.1155/2014/863683
    57 https://doi.org/10.1626/pps.14.1
    58 https://doi.org/10.2135/cropsci2002.1110
    59 https://doi.org/10.2135/cropsci2005.0119
    60 https://doi.org/10.3389/fchem.2018.00092
    61 https://doi.org/10.3389/fphys.2012.00347
    62 https://doi.org/10.3389/fpls.2014.00086
    63 https://doi.org/10.3923/ajar.2014.105.113
    64 schema:datePublished 2019-12
    65 schema:datePublishedReg 2019-12-01
    66 schema:description BACKGROUND: Semi-irrigated aerobic cultivation of rice has been suggested as a potential water saving agronomy. However, suitable cultivars are needed in order to sustain yield levels. An introgression of water mining and water use efficiency (WUE) traits is the most appropriate strategy for a comprehensive genetic enhancement to develop such rice cultivars. RESULTS: We report a novel strategy of phenotyping and marker-assisted backcross breeding to introgress water mining (root) and water use efficiency (WUE) traits into a popular high yielding cultivar, IR-64. Trait donor genotypes for root (AC-39020) and WUE (IET-16348) were crossed separately and the resultant F1s were inter-mated to generate double cross F1s (DCF1). Progenies of three generations of backcross followed by selfing were charatcerised for target phenotype and genome integration. A set of 260 trait introgressed lines were identified. Root weight and root length of TILs were 53% and 23.5% higher, while Δ13C was 2.85‰ lower indicating a significant increase in WUE over IR-64. Five best TILs selected from BC3F3 generation showed 52% and 63% increase in yield over IR-64 under 100% and 60% FC, respectively. The trait introgressed lines resembled IR64 with more than 97% of genome recovered with a significant yield advantage under semi-irrigated aerobic conditions The study validated markers identified earlier by association mapping. CONCLUSION: Introgression of root and WUE into IR64, resulted in an excellent yield advantage even when cultivated under semi-irrigated aerobic condition. The study provided a proof-of-concept that maintaining leaf turgor and carbon metabolism results in improved adaptation to water limited conditions and sustains productivity. A marker based multi-parent backcross breeding is an appropriate approach for trait introgression. The trait introgressed lines developed can be effectively used in future crop improvement programs as donor lines for both root and WUE.
    67 schema:genre research_article
    68 schema:inLanguage en
    69 schema:isAccessibleForFree false
    70 schema:isPartOf N07f6f61396ca4a06bc7c76422210f506
    71 N356c88072c6747bd8916a12d9f98e311
    72 sg:journal.1041344
    73 schema:name Introgression of Root and Water Use Efficiency Traits Enhances Water Productivity: An Evidence for Physiological Breeding in Rice (Oryza sativa L.)
    74 schema:pagination 14
    75 schema:productId N1c61c1734a85495c84cdb89d3dd5cbe8
    76 N27a16c27b7e74d36818d04c66d455c45
    77 N6fb643602f0647dfa06d1d3398bdd853
    78 N8d2da65bdeeb424ebd7a1a0bfd9ac60c
    79 Nf3664b3d54bc496db4353f90f9683b2d
    80 schema:sameAs https://app.dimensions.ai/details/publication/pub.1112607022
    81 https://doi.org/10.1186/s12284-019-0268-z
    82 schema:sdDatePublished 2019-04-11T13:48
    83 schema:sdLicense https://scigraph.springernature.com/explorer/license/
    84 schema:sdPublisher Nbb33ff60f882452a9726311a29d60a37
    85 schema:url https://link.springer.com/10.1186%2Fs12284-019-0268-z
    86 sgo:license sg:explorer/license/
    87 sgo:sdDataset articles
    88 rdf:type schema:ScholarlyArticle
    89 N07f6f61396ca4a06bc7c76422210f506 schema:issueNumber 1
    90 rdf:type schema:PublicationIssue
    91 N08b2092654ef4b6db4652b60e3b187db schema:affiliation https://www.grid.ac/institutes/grid.413008.e
    92 schema:familyName Prasad
    93 schema:givenName Trichy Ganesh
    94 rdf:type schema:Person
    95 N1a0175a7b7a24c82ad80077f44a512d7 schema:affiliation https://www.grid.ac/institutes/grid.413008.e
    96 schema:familyName Doddaraju
    97 schema:givenName Pushpa
    98 rdf:type schema:Person
    99 N1c61c1734a85495c84cdb89d3dd5cbe8 schema:name nlm_unique_id
    100 schema:value 101503136
    101 rdf:type schema:PropertyValue
    102 N20579abc9a7f4775b2d386b8deabc100 schema:affiliation Nb02569a4de2e4a99b2b4552a656b3904
    103 schema:familyName Mavinahalli
    104 schema:givenName Rajanna P.
    105 rdf:type schema:Person
    106 N27a16c27b7e74d36818d04c66d455c45 schema:name dimensions_id
    107 schema:value pub.1112607022
    108 rdf:type schema:PropertyValue
    109 N2832813cf4de4560b1ffa48113b389b4 rdf:first Ncda850540b6c4d8795b60108bae5d47a
    110 rdf:rest N745a14c315194c1983c0099f01182a10
    111 N356c88072c6747bd8916a12d9f98e311 schema:volumeNumber 12
    112 rdf:type schema:PublicationVolume
    113 N38ac4d99946143d68ffd64428be89fd6 schema:affiliation https://www.grid.ac/institutes/grid.413008.e
    114 schema:familyName Sheshshayee
    115 schema:givenName Sreeman M.
    116 rdf:type schema:Person
    117 N39c4c8a4382940ff812cebe8d9fa662f rdf:first N1a0175a7b7a24c82ad80077f44a512d7
    118 rdf:rest N9ef77a7789204dcca3b659d63162861e
    119 N3b6b67ef616c4f0b90019533ad73a1e1 rdf:first N08b2092654ef4b6db4652b60e3b187db
    120 rdf:rest N9ca67434de92415e847b5248c9b2b84b
    121 N4523350373194afebd01b19890a57f26 rdf:first N38ac4d99946143d68ffd64428be89fd6
    122 rdf:rest rdf:nil
    123 N632cd918713c4e71974dcf415a45c960 schema:affiliation https://www.grid.ac/institutes/grid.413008.e
    124 schema:familyName Rajendrareddy
    125 schema:givenName Sowmya H.
    126 rdf:type schema:Person
    127 N687900ef1fa34380aef5a176dc752ee4 rdf:first N69b9754deddf48c78db54a6c61a48960
    128 rdf:rest N2832813cf4de4560b1ffa48113b389b4
    129 N69b9754deddf48c78db54a6c61a48960 schema:affiliation https://www.grid.ac/institutes/grid.36567.31
    130 schema:familyName Rangappa
    131 schema:givenName Raju B.
    132 rdf:type schema:Person
    133 N6ec804ab5be947b090c7da3619cc052a schema:affiliation https://www.grid.ac/institutes/grid.413008.e
    134 schema:familyName Udayakumar
    135 schema:givenName Makarla
    136 rdf:type schema:Person
    137 N6fb643602f0647dfa06d1d3398bdd853 schema:name readcube_id
    138 schema:value 3f050fe6f0d362d934f509bca6162f8cd8273e74555e077ce7ac6c418deaeb16
    139 rdf:type schema:PropertyValue
    140 N72ba7c8af0e54903886cab5dbe719dbe rdf:first N20579abc9a7f4775b2d386b8deabc100
    141 rdf:rest N3b6b67ef616c4f0b90019533ad73a1e1
    142 N745a14c315194c1983c0099f01182a10 rdf:first N632cd918713c4e71974dcf415a45c960
    143 rdf:rest Na4cbfd022d6548a4b6f48dae9945ebcb
    144 N8d2da65bdeeb424ebd7a1a0bfd9ac60c schema:name pubmed_id
    145 schema:value 30847616
    146 rdf:type schema:PropertyValue
    147 N9ca67434de92415e847b5248c9b2b84b rdf:first N6ec804ab5be947b090c7da3619cc052a
    148 rdf:rest N4523350373194afebd01b19890a57f26
    149 N9ef77a7789204dcca3b659d63162861e rdf:first Nb5db64f04989463082394e131eb4f26f
    150 rdf:rest N687900ef1fa34380aef5a176dc752ee4
    151 Na4cbfd022d6548a4b6f48dae9945ebcb rdf:first Nb100b0254d45427195be493f59d204b3
    152 rdf:rest N72ba7c8af0e54903886cab5dbe719dbe
    153 Nae2fcaea83b44be090c648103d621300 rdf:first Nfa66d46f908943e8867139bc6b13c41d
    154 rdf:rest N39c4c8a4382940ff812cebe8d9fa662f
    155 Nb02569a4de2e4a99b2b4552a656b3904 schema:name Rice Breeder, Zonal Agricultural Research Station, VC Farm, 571405, Mandya, India
    156 rdf:type schema:Organization
    157 Nb100b0254d45427195be493f59d204b3 schema:affiliation https://www.grid.ac/institutes/grid.464661.7
    158 schema:familyName Ramanjinappa
    159 schema:givenName Ramachandra
    160 rdf:type schema:Person
    161 Nb5db64f04989463082394e131eb4f26f schema:affiliation https://www.grid.ac/institutes/grid.413008.e
    162 schema:familyName Malagondanahalli
    163 schema:givenName Mohankumar V.
    164 rdf:type schema:Person
    165 Nbb33ff60f882452a9726311a29d60a37 schema:name Springer Nature - SN SciGraph project
    166 rdf:type schema:Organization
    167 Ncda850540b6c4d8795b60108bae5d47a schema:affiliation https://www.grid.ac/institutes/grid.413008.e
    168 schema:familyName Mallikarjuna
    169 schema:givenName N. M.
    170 rdf:type schema:Person
    171 Nf3664b3d54bc496db4353f90f9683b2d schema:name doi
    172 schema:value 10.1186/s12284-019-0268-z
    173 rdf:type schema:PropertyValue
    174 Nfa66d46f908943e8867139bc6b13c41d schema:affiliation https://www.grid.ac/institutes/grid.413008.e
    175 schema:familyName Dharmappa
    176 schema:givenName Prathibha M.
    177 rdf:type schema:Person
    178 anzsrc-for:07 schema:inDefinedTermSet anzsrc-for:
    179 schema:name Agricultural and Veterinary Sciences
    180 rdf:type schema:DefinedTerm
    181 anzsrc-for:0703 schema:inDefinedTermSet anzsrc-for:
    182 schema:name Crop and Pasture Production
    183 rdf:type schema:DefinedTerm
    184 sg:journal.1041344 schema:issn 1939-8425
    185 1939-8433
    186 schema:name Rice
    187 rdf:type schema:Periodical
    188 sg:pub.10.1007/978-1-4419-7491-4 schema:sameAs https://app.dimensions.ai/details/publication/pub.1024360651
    189 https://doi.org/10.1007/978-1-4419-7491-4
    190 rdf:type schema:CreativeWork
    191 sg:pub.10.1007/978-3-540-85546-0_9 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032408790
    192 https://doi.org/10.1007/978-3-540-85546-0_9
    193 rdf:type schema:CreativeWork
    194 sg:pub.10.1007/s00122-005-0110-4 schema:sameAs https://app.dimensions.ai/details/publication/pub.1053267392
    195 https://doi.org/10.1007/s00122-005-0110-4
    196 rdf:type schema:CreativeWork
    197 sg:pub.10.1007/s00122-011-1688-3 schema:sameAs https://app.dimensions.ai/details/publication/pub.1033810127
    198 https://doi.org/10.1007/s00122-011-1688-3
    199 rdf:type schema:CreativeWork
    200 sg:pub.10.1007/s00122-012-1963-y schema:sameAs https://app.dimensions.ai/details/publication/pub.1046355236
    201 https://doi.org/10.1007/s00122-012-1963-y
    202 rdf:type schema:CreativeWork
    203 sg:pub.10.1007/s001220050542 schema:sameAs https://app.dimensions.ai/details/publication/pub.1014832891
    204 https://doi.org/10.1007/s001220050542
    205 rdf:type schema:CreativeWork
    206 sg:pub.10.1007/s10681-005-1681-5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047936208
    207 https://doi.org/10.1007/s10681-005-1681-5
    208 rdf:type schema:CreativeWork
    209 sg:pub.10.1007/s13593-011-0055-8 schema:sameAs https://app.dimensions.ai/details/publication/pub.1051864574
    210 https://doi.org/10.1007/s13593-011-0055-8
    211 rdf:type schema:CreativeWork
    212 sg:pub.10.1038/ng.2725 schema:sameAs https://app.dimensions.ai/details/publication/pub.1039101550
    213 https://doi.org/10.1038/ng.2725
    214 rdf:type schema:CreativeWork
    215 sg:pub.10.1051/agro:2008021 schema:sameAs https://app.dimensions.ai/details/publication/pub.1013725016
    216 https://doi.org/10.1051/agro:2008021
    217 rdf:type schema:CreativeWork
    218 sg:pub.10.1186/1471-2229-13-194 schema:sameAs https://app.dimensions.ai/details/publication/pub.1037229530
    219 https://doi.org/10.1186/1471-2229-13-194
    220 rdf:type schema:CreativeWork
    221 sg:pub.10.1186/s12284-015-0044-7 schema:sameAs https://app.dimensions.ai/details/publication/pub.1009599377
    222 https://doi.org/10.1186/s12284-015-0044-7
    223 rdf:type schema:CreativeWork
    224 sg:pub.10.1186/s12284-015-0049-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032454168
    225 https://doi.org/10.1186/s12284-015-0049-2
    226 rdf:type schema:CreativeWork
    227 sg:pub.10.1186/s12284-018-0208-3 schema:sameAs https://app.dimensions.ai/details/publication/pub.1103149216
    228 https://doi.org/10.1186/s12284-018-0208-3
    229 rdf:type schema:CreativeWork
    230 https://doi.org/10.1016/0378-4290(94)00100-q schema:sameAs https://app.dimensions.ai/details/publication/pub.1037449118
    231 rdf:type schema:CreativeWork
    232 https://doi.org/10.1016/0933-3630(93)90002-v schema:sameAs https://app.dimensions.ai/details/publication/pub.1040787181
    233 rdf:type schema:CreativeWork
    234 https://doi.org/10.1016/j.agwat.2004.11.007 schema:sameAs https://app.dimensions.ai/details/publication/pub.1034280554
    235 rdf:type schema:CreativeWork
    236 https://doi.org/10.1016/j.agwat.2005.07.012 schema:sameAs https://app.dimensions.ai/details/publication/pub.1027644679
    237 rdf:type schema:CreativeWork
    238 https://doi.org/10.1016/j.agwat.2011.04.011 schema:sameAs https://app.dimensions.ai/details/publication/pub.1053429408
    239 rdf:type schema:CreativeWork
    240 https://doi.org/10.1016/j.fcr.2005.07.007 schema:sameAs https://app.dimensions.ai/details/publication/pub.1006475747
    241 rdf:type schema:CreativeWork
    242 https://doi.org/10.1016/j.fcr.2005.08.014 schema:sameAs https://app.dimensions.ai/details/publication/pub.1010493695
    243 rdf:type schema:CreativeWork
    244 https://doi.org/10.1016/j.fcr.2008.06.010 schema:sameAs https://app.dimensions.ai/details/publication/pub.1046644615
    245 rdf:type schema:CreativeWork
    246 https://doi.org/10.1016/j.fcr.2009.02.005 schema:sameAs https://app.dimensions.ai/details/publication/pub.1031425601
    247 rdf:type schema:CreativeWork
    248 https://doi.org/10.1016/j.fcr.2010.10.003 schema:sameAs https://app.dimensions.ai/details/publication/pub.1007772478
    249 rdf:type schema:CreativeWork
    250 https://doi.org/10.1016/j.fcr.2011.03.001 schema:sameAs https://app.dimensions.ai/details/publication/pub.1030984167
    251 rdf:type schema:CreativeWork
    252 https://doi.org/10.1016/j.fcr.2012.10.021 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032301538
    253 rdf:type schema:CreativeWork
    254 https://doi.org/10.1016/j.fcr.2014.03.017 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025795919
    255 rdf:type schema:CreativeWork
    256 https://doi.org/10.1016/j.gfs.2016.02.002 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052842004
    257 rdf:type schema:CreativeWork
    258 https://doi.org/10.1016/j.pbi.2008.02.005 schema:sameAs https://app.dimensions.ai/details/publication/pub.1023261719
    259 rdf:type schema:CreativeWork
    260 https://doi.org/10.1016/j.pbi.2016.04.005 schema:sameAs https://app.dimensions.ai/details/publication/pub.1037898208
    261 rdf:type schema:CreativeWork
    262 https://doi.org/10.1016/j.tplants.2013.09.008 schema:sameAs https://app.dimensions.ai/details/publication/pub.1022724478
    263 rdf:type schema:CreativeWork
    264 https://doi.org/10.1016/s0065-2113(04)92004-4 schema:sameAs https://app.dimensions.ai/details/publication/pub.1005336064
    265 rdf:type schema:CreativeWork
    266 https://doi.org/10.1016/s0378-3774(00)00128-1 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032566017
    267 rdf:type schema:CreativeWork
    268 https://doi.org/10.1071/ar05069 schema:sameAs https://app.dimensions.ai/details/publication/pub.1039734043
    269 rdf:type schema:CreativeWork
    270 https://doi.org/10.1071/fp13149 schema:sameAs https://app.dimensions.ai/details/publication/pub.1007725208
    271 rdf:type schema:CreativeWork
    272 https://doi.org/10.1071/pp9860191 schema:sameAs https://app.dimensions.ai/details/publication/pub.1034726448
    273 rdf:type schema:CreativeWork
    274 https://doi.org/10.1071/pp9880799 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002818917
    275 rdf:type schema:CreativeWork
    276 https://doi.org/10.1073/pnas.81.24.8014 schema:sameAs https://app.dimensions.ai/details/publication/pub.1037339771
    277 rdf:type schema:CreativeWork
    278 https://doi.org/10.1080/07352680802467736 schema:sameAs https://app.dimensions.ai/details/publication/pub.1017476060
    279 rdf:type schema:CreativeWork
    280 https://doi.org/10.1093/jxb/erh277 schema:sameAs https://app.dimensions.ai/details/publication/pub.1043038002
    281 rdf:type schema:CreativeWork
    282 https://doi.org/10.1093/jxb/erq429 schema:sameAs https://app.dimensions.ai/details/publication/pub.1034977417
    283 rdf:type schema:CreativeWork
    284 https://doi.org/10.1093/jxb/erq438 schema:sameAs https://app.dimensions.ai/details/publication/pub.1029705232
    285 rdf:type schema:CreativeWork
    286 https://doi.org/10.1093/jxb/err105 schema:sameAs https://app.dimensions.ai/details/publication/pub.1041699719
    287 rdf:type schema:CreativeWork
    288 https://doi.org/10.1093/jxb/err269 schema:sameAs https://app.dimensions.ai/details/publication/pub.1020757961
    289 rdf:type schema:CreativeWork
    290 https://doi.org/10.1093/jxb/eru363 schema:sameAs https://app.dimensions.ai/details/publication/pub.1037333596
    291 rdf:type schema:CreativeWork
    292 https://doi.org/10.1093/jxb/erv077 schema:sameAs https://app.dimensions.ai/details/publication/pub.1038437703
    293 rdf:type schema:CreativeWork
    294 https://doi.org/10.1104/pp.112.208298 schema:sameAs https://app.dimensions.ai/details/publication/pub.1050137085
    295 rdf:type schema:CreativeWork
    296 https://doi.org/10.1111/j.1461-0248.2012.01751.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1026613494
    297 rdf:type schema:CreativeWork
    298 https://doi.org/10.1111/j.1744-7348.2005.00033.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1006733701
    299 rdf:type schema:CreativeWork
    300 https://doi.org/10.1111/j.1747-0765.2010.00482.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1005900156
    301 rdf:type schema:CreativeWork
    302 https://doi.org/10.1111/pce.12327 schema:sameAs https://app.dimensions.ai/details/publication/pub.1011043507
    303 rdf:type schema:CreativeWork
    304 https://doi.org/10.1146/annurev.pp.40.060189.002443 schema:sameAs https://app.dimensions.ai/details/publication/pub.1024932147
    305 rdf:type schema:CreativeWork
    306 https://doi.org/10.1155/2014/863683 schema:sameAs https://app.dimensions.ai/details/publication/pub.1013327518
    307 rdf:type schema:CreativeWork
    308 https://doi.org/10.1626/pps.14.1 schema:sameAs https://app.dimensions.ai/details/publication/pub.1011116766
    309 rdf:type schema:CreativeWork
    310 https://doi.org/10.2135/cropsci2002.1110 schema:sameAs https://app.dimensions.ai/details/publication/pub.1090703495
    311 rdf:type schema:CreativeWork
    312 https://doi.org/10.2135/cropsci2005.0119 schema:sameAs https://app.dimensions.ai/details/publication/pub.1069029292
    313 rdf:type schema:CreativeWork
    314 https://doi.org/10.3389/fchem.2018.00092 schema:sameAs https://app.dimensions.ai/details/publication/pub.1103196146
    315 rdf:type schema:CreativeWork
    316 https://doi.org/10.3389/fphys.2012.00347 schema:sameAs https://app.dimensions.ai/details/publication/pub.1035953949
    317 rdf:type schema:CreativeWork
    318 https://doi.org/10.3389/fpls.2014.00086 schema:sameAs https://app.dimensions.ai/details/publication/pub.1043259537
    319 rdf:type schema:CreativeWork
    320 https://doi.org/10.3923/ajar.2014.105.113 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052210646
    321 rdf:type schema:CreativeWork
    322 https://www.grid.ac/institutes/grid.36567.31 schema:alternateName Kansas State University
    323 schema:name Department of Crop Physiology, University of Agricultural Sciences, GKVK, 560065, Bengaluru, India
    324 Present address- Department of Agronomy Kansas State University, Kansas, USA
    325 rdf:type schema:Organization
    326 https://www.grid.ac/institutes/grid.413008.e schema:alternateName University of Agricultural Sciences, Bangalore
    327 schema:name Department of Crop Physiology, University of Agricultural Sciences, GKVK, 560065, Bengaluru, India
    328 rdf:type schema:Organization
    329 https://www.grid.ac/institutes/grid.464661.7 schema:alternateName REVA University
    330 schema:name Department of Crop Physiology, University of Agricultural Sciences, GKVK, 560065, Bengaluru, India
    331 Present address: Assistant Professor, Department of Biotechnology, Reva University, Bengaluru, India
    332 rdf:type schema:Organization
     




    Preview window. Press ESC to close (or click here)


    ...