Combining high-throughput phenotyping and genome-wide association studies to reveal natural genetic variation in rice

Wanneng Yang, Zilong Guo, Chenglong Huang, +12

Nature Communications

Genome-Wide Association Studies of Image Traits Reveal Genetic Architecture of Drought Resistance in Rice

Zilong Guo, Wanneng Yang, Yu Chang, +14

Molecular Plant

BiologyPlant GeneticsDroughtGeneticsMolecular Genetics +8

Using high-throughput multiple optical phenotyping to decipher the genetic architecture of maize drought tolerance

Xi Wu, Hui Feng, Di Wu, +21

Genome biology

Combining high-throughput micro-CT-RGB phenotyping and genome-wide association study to dissect the genetic architecture of tiller growth in rice

Di Wu, Zilong Guo, Junli Ye, +13

Journal of Experimental Botany

High-throughput Micro-ct-rgb PhenotypingPlant GeneticsBotanyGeneticsTiller Growth +17

Genome-wide association study of rice (<i>Oryza sativa</i>L.) leaf traits with a high-throughput leaf scorer

Wanneng Yang, Zilong Guo, Chenglong Huang, +6

Journal of Experimental Botany

Plant GeneticsBotanyGeneticsRice Leaf TraitsGenomics +16

Segmenting Purple Rapeseed Leaves in the Field from UAV RGB Imagery Using Deep Learning as an Auxiliary Means for Nitrogen Stress Detection

Jian Zhang, Tianjin Xie, Chenghai Yang, +6

Remote Sensing

Plant PhysiologyConvolutional Neural NetworkPrecision AgricultureEngineeringNitrogen Stress Detection +17

An integrated hyperspectral imaging and genome-wide association analysis platform provides spectral and genetic insights into the natural variation in rice

Hui Feng, Zilong Guo, Wanneng Yang, +8

Scientific Reports

Accurate Digitization of the Chlorophyll Distribution of Individual Rice Leaves Using Hyperspectral Imaging and an Integrated Image Analysis Pipeline

Hui Feng, Guoxing Chen, Lizhong Xiong, +2

Frontiers in Plant Science

Deciphering genetic basis of developmental and agronomic traits by integrating high‐throughput optical phenotyping and genome‐wide association studies in wheat

Jie Gao, Xin Hu, Chunyan Gao, +22

Plant Biotechnology Journal

Plant GeneticsPrecision AgricultureGeneticsGrowth TraitsHigh‐throughput Optical Phenotyping +18

A deep learning-integrated micro-CT image analysis pipeline for quantifying rice lodging resistance-related traits

Di Wu, Dan Wu, Hui Feng, +11

Plant Communications