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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Prediction of plant compl" (30 stories)

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Selection-aware metrics provide complementary decision-level information in plant genomic prediction
Lead StoryFrontierspolitics
Sep 3

Selection-aware metrics provide complementary decision-level information in plant genomic prediction

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxOdHlWT2lfaERKbnhnVzBqelpTODdScXR2X3ZNeUc5SXZUYXBJeGFYSm5MblR1YkRUNzdOdkZYRUxOM2tFcmxxMTNIdXBhdWhXeGtoRVJGNzZoMU95U2hzOXpJZXlEWENDRmR1cE1zSF9oY0JrckZFT0gya0VJczlaV2w5N2JjSy1QVjlZT2s2Wm0tYjhV?oc=5" target="_blank">Selection-aware metrics provide complementary decision-level information in plant genomic prediction</a>  <font color="#6f6f6f">Frontiers</font>

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Search Results for "Prediction of plant compl"

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29 stories displayed
Robustly enhancing crop genomic prediction accuracy through ensemble learning and iterative optimization
Naturegeneral

Robustly enhancing crop genomic prediction accuracy through ensemble learning and iterative optimization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1WRGZ1LUdRRW1oQURUeVdYb0g5QWZnM3FPY0tNUmI5UmstUjZaLVEyMEVRNjI0ejF0X21TdDhPS0tfVjBTcVJzZ1laaGwydXUtY2NfRWhNSThkMFh2cmRz?oc=5" target="_blank">Robustly enhancing crop genomic prediction accuracy through ensemble learning and iterative optimization</a>  <font color="#6f6f6f">Nature</font>

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Omics-driven plant breeding through phenomics-enviromics crosstalk
Naturegeneral

Omics-driven plant breeding through phenomics-enviromics crosstalk

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA0RmJES3RJb2p3MVRFLTlTSkozNF9CSHRmcEtYRzBCN0x2b2RQZzVFTFRUY2U5X0pEcFNIbmxYbEVTWFNHZFhEdkJsX1l3SmJvM0I1dUpnWEhfUlFhR1dz?oc=5" target="_blank">Omics-driven plant breeding through phenomics-enviromics crosstalk</a>  <font color="#6f6f6f">Nature</font>

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Mapping structural variants in Populus tomentosa reveals adaptive signatures and improves prediction of wood properties
Naturegeneral

Mapping structural variants in Populus tomentosa reveals adaptive signatures and improves prediction of wood properties

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9kR05BeXpOR3NLcElWWWJXN2RqQnAwZWczVmpYVHFxbzhBU1RaVEhxdXNDRnYyVFl6dUZQZVFlYnAtVkhHRmgzUDlITDRtME40QzRraF9qb2pSanlSVXNZ?oc=5" target="_blank">Mapping structural variants in Populus tomentosa reveals adaptive signatures and improves prediction of wood properties</a>  <font color="#6f6f6f">Nature</font>

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Improving genomic prediction accuracy of complex traits by integrating massive types of functional annotation information
Naturetech

Improving genomic prediction accuracy of complex traits by integrating massive types of functional annotation information

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBtYmxlSkRNRnRQd2FadmxkUHRLTldTZmh3M1dKOW5ZWjhQeGFEaGUwdWpLTnl3RmNEd3ZMSFYzUkZ5b0ppNXcyeDg3SUlGUk94VDFtaDJVWUZrdS10VVNR?oc=5" target="_blank">Improving genomic prediction accuracy of complex traits by integrating massive types of functional annotation information</a>  <font color="#6f6f6f">Nature</font>

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Extinction risk predictions for the world's flowering plants to support their conservation
Wiley & Sonsworld

Extinction risk predictions for the world's flowering plants to support their conservation

<a href="https://news.google.com/rss/articles/CBMiaEFVX3lxTFBhcmZyNGpfQVNhQ3UyNUZKem8wNXk2bnpZQmdMRm1HNEN0VFRmeThxdE5JVjFBWTcxVDhhUU9xZWQ0ak5mWEVnaUo3dEljRUluUzJLby1PUXMxZUUwQ1hFdHVHWTNRYVV4?oc=5" target="_blank">Extinction risk predictions for the world's flowering plants to support their conservation</a>  <font color="#6f6f6f">Wiley & Sons</font>

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Scientists can now predict how climate change will alter plant growth cycles
Florida Museum of Natural Historyscience

Scientists can now predict how climate change will alter plant growth cycles

<a href="https://news.google.com/rss/articles/CBMizwFBVV95cUxNaTJObjJVc0FrRUV2N3ZnMnZOQ2MyeV9neFJfUzlybFdLb0dpbXpMZE9jdV9pemZFaUlnblVINlNnRjlTMzZZa1RvWlMzWGRmVllJdi1LV2J2dlgyWWVlUzc3b05KZzNuemM0MVhRc1phRDhWVEZRMm9xSGdhZEtKTGo2UXNQajd6Y2RqV2JrRFdJU1hqcmJDMnRRb1dwZWxvUEdiNzhRSUtNRFRZdUxTVzVUVVVydUJUNmlSVllMdnFxOGh1M01ZTWI4bWdlVnM?oc=5" target="_blank">Scientists can now predict how climate change will alter plant growth cycles</a>  <font color="#6f6f6f">Florida Museum of Natural History</font>

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Rethinking genomic selection under environmental uncertainty: toward learnable and dynamic environmental representations
Frontierstech

Rethinking genomic selection under environmental uncertainty: toward learnable and dynamic environmental representations

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxOOTRWalBVamtITjB0WXhYZzVfaFlBdG5iNXRJZGM4X1JIcGVyUTI5Tm9ieGJUVGVuYjctcWdveEZyR21RRkRNWXNBdFgwUUZBLWo2cjVWSzhzWWcyeXNxdHBGMjFWUVotU1B5LVdOV3lEWHFBSHpTQmE4Y2VZQ1o0S0FCVzRrTjVNSnp6VGhZUElkSC1Z?oc=5" target="_blank">Rethinking genomic selection under environmental uncertainty: toward learnable and dynamic environmental representations</a>  <font color="#6f6f6f">Frontiers</font>

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AI-driven integration and optimization of medicinal plant multi-omics metabolic networks
Frontierstech

AI-driven integration and optimization of medicinal plant multi-omics metabolic networks

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxPYUFicUctdzU1a2FaZl92YUZKXzdQWXBZNGczcW5QZ1IxZTZpd0p5Tnd6YkI1cnRkaExWdW9FNW80ZVI5YTl0UFhhYjdwSXVWLVBnal9oQUtuWk5qdlVlcUYxUmJRZXRKeVQyTkdyRzl2UDdwQnlMdUd2RFJrdTkxNDg1XzBCR1gxWEpnaG1fZXNLOVda?oc=5" target="_blank">AI-driven integration and optimization of medicinal plant multi-omics metabolic networks</a>  <font color="#6f6f6f">Frontiers</font>

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Prediction of plant complex traits via integration of multi-omics data
Naturetech

Prediction of plant complex traits via integration of multi-omics data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9BWVNTTS1sYmVSb0dTVnplbGVKaWhBOWwwNEdEbWkxd0RYdVUwZmNGRGFJcTRydDBSVkk3MGp4TnlyOFNNZGRBbGNqRXVRWlFuc2M2MmxNMzlXQ3F2TERB?oc=5" target="_blank">Prediction of plant complex traits via integration of multi-omics data</a>  <font color="#6f6f6f">Nature</font>

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MTMEGPS: An R package for multi-trait and multi-environment genomic and phenomic selection using deep learning
Frontierstech

MTMEGPS: An R package for multi-trait and multi-environment genomic and phenomic selection using deep learning

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxNQ0NmM3N4ZWNmQ0RQZ2kxNGd3UGdyYVQwakJVSmkzTS1VeXpMOGd4N2N3OGNPekdBY0lVdF9uWlhqeDNLRW5Hc3FSNzhEYWxIX3cxNm9Hc1hSQXo0ektGT0JhSnZFa0RkTEJBMnAyamVNV0NWWmdDaGtIc1p6N21GR0JVcm1COWRQZnczSk1GNkl0dnNJ?oc=5" target="_blank">MTMEGPS: An R package for multi-trait and multi-environment genomic and phenomic selection using deep learning</a>  <font color="#6f6f6f">Frontiers</font>

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Leveraging weighted embedding and Transformer architecture to improve phenotype prediction of complex traits for crops
Naturetech

Leveraging weighted embedding and Transformer architecture to improve phenotype prediction of complex traits for crops

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBvLW4yenRFRlZiT2k0NVBzdU04bVVXS1dyUmpUYkljM2JscWtWQUpNWHBDcVB0OThXYk5Oc19IbVo4VTlKckhTQlBKcWVBcUJlU0JETFNwLU95MFFnX200?oc=5" target="_blank">Leveraging weighted embedding and Transformer architecture to improve phenotype prediction of complex traits for crops</a>  <font color="#6f6f6f">Nature</font>

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From data to decisions: a paradigm shift in fruit agriculture through the integration of multi-omics, modern phenotyping, and cutting-edge bioinformatic tools
Frontiersgeneral

From data to decisions: a paradigm shift in fruit agriculture through the integration of multi-omics, modern phenotyping, and cutting-edge bioinformatic tools

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxPcmk2bnA2dm5VUzYtTF94VmxpcmN2NzZFYUU5b2ZIRnc0Y2FTbm5ieTB2WXF5SXlieEJMVTRXNTM0QnRkVklZYnBHTHI3UjNtRk1BczBQdFd0U25kU0drczRoaHBnUmJjZi1remRJVnpXWTZoa0NMZ2E1clFnZUY2SDZ5OHA0aVFtdC1sVU1HOEtHQnpy?oc=5" target="_blank">From data to decisions: a paradigm shift in fruit agriculture through the integration of multi-omics, modern phenotyping, and cutting-edge bioinformatic tools</a>  <font color="#6f6f6f">Frontiers</font>

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Digitalizing breeding in plants: A new trend of next-generation breeding based on genomic prediction
Frontiersgeneral

Digitalizing breeding in plants: A new trend of next-generation breeding based on genomic prediction

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxPbnhtVnN2V2Y0ZEhxUDJfM0UtOGhqUnJDZGYxeVRiSjFieElGVm1nem1UN2NQcVUtUXhuaHNJZzE4bnNyVnp0MDBEZElLQXV5MnZSbFNLbno5eHM3YUlKN2FZWGdEM0tmUm5qYzdYQ1JJUTlGNWxIZC0tV1c3dVY5M0gyU1FBSGNYb1F0V1VsV3JjdDNi?oc=5" target="_blank">Digitalizing breeding in plants: A new trend of next-generation breeding based on genomic prediction</a>  <font color="#6f6f6f">Frontiers</font>

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Deep learning-based prediction of plant height and crown area of vegetable crops using LiDAR point cloud
Naturegeneral

Deep learning-based prediction of plant height and crown area of vegetable crops using LiDAR point cloud

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1pOTBiU04xdFNsQllfX29VMjBtaG5WOVctTTlSaGF3bXktY0FZSE9GdUVtY25mel9iZHREeld3YjlwYmo0OWhWN3R1dUNLRkcwanpUV0tndms4X2JxNTJn?oc=5" target="_blank">Deep learning-based prediction of plant height and crown area of vegetable crops using LiDAR point cloud</a>  <font color="#6f6f6f">Nature</font>

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Plant Genotype to Phenotype Prediction Using Machine Learning
Frontiersgeneral

Plant Genotype to Phenotype Prediction Using Machine Learning

<a href="https://news.google.com/rss/articles/CBMijgFBVV95cUxOaFEyUm9qZk9GeThGV0VLSTdXTWxzSHBpc1pWSWR0YmVVRU5DNlJWYkFzT2h3b21sdjNDS01fTFZlR2RFVHlGNndMcE5DWndVa1JkclJKeFY2aVBfNEFJT3NOLUp6WVZ6b214UmVicHBkNmJ2anAydy1Qck1uNDhLY1hXa09mdWNyamVKMUZn?oc=5" target="_blank">Plant Genotype to Phenotype Prediction Using Machine Learning</a>  <font color="#6f6f6f">Frontiers</font>

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Predicting plant trait dynamics from genetic markers
Naturetech

Predicting plant trait dynamics from genetic markers

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1kZ0JoX09DRDd1SUhXSk1qbm9DSnhoUlA2cWRyaGZONWlNOGRDT29SeWN2b2FwS3pNWDNFMkFoN2JCMXprcmNUMnhlZFV4c25UNVREWVlCS3ptRUNRLTlN?oc=5" target="_blank">Predicting plant trait dynamics from genetic markers</a>  <font color="#6f6f6f">Nature</font>

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Explainable artificial intelligence for genotype-to-phenotype prediction in plant breeding: a case study with a dataset from an almond germplasm collection
Frontierstech

Explainable artificial intelligence for genotype-to-phenotype prediction in plant breeding: a case study with a dataset from an almond germplasm collection

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxQNnMzczV4LUp0dnhNRERzMUg1S0hUYllGZGhXdzI3NmszVlBDVlJ2TDVKOHozb1g4anI0a2x3NDJ4OWp5VWxOLXRHZWo4Q3ZNRGI3Z1dWdmdrSnBnVW9vV3JVR3JlR2JhUDhGZWFnal9ObHVrcGJMck1XXzJvU2o0cXdibGlJMTZ1VkFwNC1PVUJNSEFZ?oc=5" target="_blank">Explainable artificial intelligence for genotype-to-phenotype prediction in plant breeding: a case study with a dataset from an almond germplasm collection</a>  <font color="#6f6f6f">Frontiers</font>

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Century-long timelines of herbarium genomes predict plant stomatal response to climate change
Naturescience

Century-long timelines of herbarium genomes predict plant stomatal response to climate change

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1Xd2V3RXVUYl9NMzlNOTlnOXB3WC1xV3lncl9SY29BVlpIVTJFLVE3WlBuWnMxWWFlbzFIQ09zRkxYdVhyX2xqR0VXU2dBZTllR1JjeXBoaUgzTU9pdDJR?oc=5" target="_blank">Century-long timelines of herbarium genomes predict plant stomatal response to climate change</a>  <font color="#6f6f6f">Nature</font>

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Machine learning models for predicting morphological traits and optimizing genotype and planting date in roselle (Hibiscus Sabdariffa L.) | Scientific Reports
Naturetech

Machine learning models for predicting morphological traits and optimizing genotype and planting date in roselle (Hibiscus Sabdariffa L.) | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE01ZUg3b3FweUN4M05BRTJfR3czNFRlVkhPN3d2OFlKUE15bVVta01OTWk5YWxrSHhvVTJvQm82eEgxanRSdVpNOFVPWVdpc2MzZ2RQX1Rtc1hfMzZpaTFJ?oc=5" target="_blank">Machine learning models for predicting morphological traits and optimizing genotype and planting date in roselle (Hibiscus Sabdariffa L.) | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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AI-driven advances in plant biotechnology: sharpening the edge of plant tissue culture and genome editing
Frontierstech

AI-driven advances in plant biotechnology: sharpening the edge of plant tissue culture and genome editing

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxNaF83TTRMSFhTRDQ4VnpJZWhIWFlvU2wtUmRTd2E0RGFHOXJIeDZUanU3dGYwNEZyamJjSHA3c3o5R0gzWkg4TVB4b19yd3I1TE5rYUsyM01lSmxsYTNUdXZ4TzdqeTRxSjRoa0dMbU81SWg5VlJPaUNfcTR6QVV5ekFnRFd3OVlDUzJjUFkwT0VPX18t?oc=5" target="_blank">AI-driven advances in plant biotechnology: sharpening the edge of plant tissue culture and genome editing</a>  <font color="#6f6f6f">Frontiers</font>

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Combustion performance prediction in oil and gas plants using integrated neural network models and SAP S4HANA sensor analytics
Naturegeneral

Combustion performance prediction in oil and gas plants using integrated neural network models and SAP S4HANA sensor analytics

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5QSjNOZGVBM21lUU1HNEtCS2JsQWJBTlRieHVhRk1TSDdqVE5IM2ZweTA1LU5aYlI0bDhGQ19aeW1Rb2ZsVExDb3E0Q1BnbV9VNWhNZ2hBanZKZXZCMVJB?oc=5" target="_blank">Combustion performance prediction in oil and gas plants using integrated neural network models and SAP S4HANA sensor analytics</a>  <font color="#6f6f6f">Nature</font>

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P-TarPmiR accurately predicts plant-specific miRNA targets
Naturegeneral

P-TarPmiR accurately predicts plant-specific miRNA targets

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5hVU95Z3Jubm1vdFF0V290Vzh3aEVhWnFKRW5kZVgzdkJtWFRzR0pncDhrT3FDWmtBNG9qVkFQT3FBbzU4MjZ2UnZJUzlqZTc4NVYxRWhPTTZRM092UHNr?oc=5" target="_blank">P-TarPmiR accurately predicts plant-specific miRNA targets</a>  <font color="#6f6f6f">Nature</font>

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A comparative study of 11 non-linear regression models highlighting autoencoder, DBN, and SVR, enhanced by SHAP importance analysis in soybean branching prediction | Scientific Reports
Naturegeneral

A comparative study of 11 non-linear regression models highlighting autoencoder, DBN, and SVR, enhanced by SHAP importance analysis in soybean branching prediction | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9sVHhod1M1eUdwNXJRRmpFWEdSNFFDcXlmV0xVdVBUaXMxY29lVldhLWdEakF5dHI0WEEwR2VLSE9uanBCUE5LMWUzS1pLa3JmOXVsMWFKVU9CUjlrVmNV?oc=5" target="_blank">A comparative study of 11 non-linear regression models highlighting autoencoder, DBN, and SVR, enhanced by SHAP importance analysis in soybean branching prediction | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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From data to discovery: leveraging big data in plant natural products biosynthesis research
Wiley Online Librarygeneral

From data to discovery: leveraging big data in plant natural products biosynthesis research

<a href="https://news.google.com/rss/articles/CBMiakFVX3lxTE91eXRrX1J2cS1EeHhlUHJmN05oTUM4M2hUOXRHYlZLdDFKSm8yUFB3WWdIVXRLVFlkOWJzMVpEWnE4RlBuU2RxQXpCTEV4emxpWHZyT0paNmVBbkdJamZ3eGtQMnNYaXlxdVE?oc=5" target="_blank">From data to discovery: leveraging big data in plant natural products biosynthesis research</a>  <font color="#6f6f6f">Wiley Online Library</font>

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Accurate prediction of quantitative traits with failed SNP calls in canola and maize
Frontierstech

Accurate prediction of quantitative traits with failed SNP calls in canola and maize

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxNYnBwN2huX0w3VGVPQXdMZ2dpakpReUtDWmFzMU0xS1dJOGlndjdtVGZ6dFdJVVo3YWVxSEsySjZFLXpsWHFtWEFfekw2aE1HV0FsUHlsdW05c2ExSm9Mb2dVVW5ERnQwbklsTmdKRGNMOU1LWjBNTmE2cTgxMm16Wmh3UlpUUHNkaDdUaFhmb1NuWXk0?oc=5" target="_blank">Accurate prediction of quantitative traits with failed SNP calls in canola and maize</a>  <font color="#6f6f6f">Frontiers</font>

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Genomic Prediction of 16 Complex Disease Risks Including Heart Attack, Diabetes, Breast and Prostate Cancer
Naturegeneral

Genomic Prediction of 16 Complex Disease Risks Including Heart Attack, Diabetes, Breast and Prostate Cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8zQUg5QVY0T0ZlSVJadXljVVQ1Rng2OEEzd19CX0ZhU0RhUUhRNnZhdDI4U3U0U2ViLW9FT2o4aFY4Yjgxdkx2eDlBS2pvcExwWWNYMjhwd1Q4REhPd2xJ?oc=5" target="_blank">Genomic Prediction of 16 Complex Disease Risks Including Heart Attack, Diabetes, Breast and Prostate Cancer</a>  <font color="#6f6f6f">Nature</font>

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PhosBoost: Improved phosphorylation prediction recall using gradient boosting and protein language models
Wiley Online Librarygeneral

PhosBoost: Improved phosphorylation prediction recall using gradient boosting and protein language models

<a href="https://news.google.com/rss/articles/CBMiaEFVX3lxTE5aZFB2NnpLWVdMVndVZkhuZGVaS3BvRFJQdmg1bGJLaTBlWnpQT016eXE4X29GX2M0ZHVLZ0dkejQ5cFdHWGFpUFZTb0VPa1VQaHUya05aUFJRTjRsMzBwRXRfM04tY3JS?oc=5" target="_blank">PhosBoost: Improved phosphorylation prediction recall using gradient boosting and protein language models</a>  <font color="#6f6f6f">Wiley Online Library</font>

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From text to traits: exploring the role of large language models in plant breeding
Frontierstech

From text to traits: exploring the role of large language models in plant breeding

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxPQkRiVUVHQlNkQ3NoZ2wycDk1WDNaYUI3XzhuOTFranNQQm9hSXJITk9IeXdDR2w5X0NLNE1FNkNhakhmT2pzajJWN29idnFCUWpLRGx3LTd0M3BxRV9xUnFXRW1TYi12bThoR3lQVXJhMklHLUFPYUdqT1BMaFlrNGZUUnpXMGJIZFpnOUc5dVprN1lZ?oc=5" target="_blank">From text to traits: exploring the role of large language models in plant breeding</a>  <font color="#6f6f6f">Frontiers</font>

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Genome-wide association study and genomic prediction of leaf spot (Stemphylium vesicarium) resistance in spinach diversity panel
Frontiersgeneral

Genome-wide association study and genomic prediction of leaf spot (Stemphylium vesicarium) resistance in spinach diversity panel

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxQeldEdVkyaHhXaDlVaTlzbGZyaG5sOTVuWW1CcjNCSDV1YWE0c2ZUY3ZrWTNuUlZ5a0V6ek81WktzVHV1WGNmbTh1a19PVW1Kb214a1NveXFfaTNkZUItRXpOMDg5RWtjRm83U2dYRFBDUmxNWEMwNWtDYkYwdll2ZFlERjVwTGc0MU5QUl8zWHdJQ01Q?oc=5" target="_blank">Genome-wide association study and genomic prediction of leaf spot (Stemphylium vesicarium) resistance in spinach diversity panel</a>  <font color="#6f6f6f">Frontiers</font>

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