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Species delimitation of the liquorice tribe (Leguminosae: Glycyrrhizeae) based on phylogenomic and machine learning analyses 期刊论文
JOURNAL OF SYSTEMATICS AND EVOLUTION, 2023, 卷号: 61, 期号: 1, 页码: 22-41
作者:  Duan, Lei;  Han, Li-Na;  Liu, Bin-Bin;  Leostrin, Artem;  Harris, A. J.;  Wang, Lin;  Arslan, Emine;  Ertugrul, Kuddisi;  Knyazev, Mikhail;  Hantemirova, Elena;  Wen, Jun;  Chen, Hong-Feng
Adobe PDF(1597Kb)  |  收藏  |  浏览/下载：14/0  |  提交时间：2024/03/07
character evolution  Glycyrrhiza  machine learning analysis  medicinal group  phylogenomics  species delimitation  
GWAS-assisted genomic prediction of cadmium accumulation in maize kernel with machine learning and linear statistical methods 期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2023, 卷号: 441
作者:  Yan, Huili;  Guo, Hanyao;  Xu, Wenxiu;  Dai, Changhua;  Kimani, Wilson;  Xie, Jianyin;  Zhang, Hezifan;  Li, Ting;  Wang, Feng;  Yu, Yijun;  Ma, Mi;  Hao, Zhuanfang;  He, Zhenyan
Adobe PDF(6572Kb)  |  收藏  |  浏览/下载：53/0  |  提交时间：2024/03/07
Genomic prediction  Maize Cd accumulation  Machine learning  Linear statistical methods  
Mapping Chinese annual gross primary productivity with eddy covariance measurements and machine learning 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 卷号: 857
作者:  Zhu, Xian-Jin;  Yu, Gui-Rui;  Chen, Zhi;  Zhang, Wei-Kang;  Han, Lang;  Wang, Qiu-Feng;  Chen, Shi-Ping;  Liu, Shao-Min;  Yan, Jun-Hua;  Zhang, Fa -Wei;  Zhao, Feng-Hua;  Li, Ying-Nian;  Zhang, Yi-Ping;  Shi, Pei -Li;  Zhu, Jiao-Jun;  Wu, Jia-Bing;  Zhao, Zhong-Hui;  Hao, Yan-Bin;  Sha, Li-Qing;  Zhang, Yu-Cui;  Jiang, Shi-Cheng;  Gu, Feng-Xue;  Wu, Zhi-Xiang;  Wang, Hui-Min;  Tan, Jun-Lei;  Zhang, Yang-Jian;  Zhou, Li;  Tang, Ya-Kun;  Jia, Bing-Rui;  Li, Yu-Qiang;  Song, Qing-Hai;  Dong, Gang;  Gao, Yan-Hong;  Jiang, Zheng-De;  Sun, Dan;  Wang, Jian-Lin;  He, Qi-Hua;  Li, Xin-Hu;  Wang, Fei;  Wei, Wen-Xue;  Deng, Zheng-Miao;  Hao, Xiang-Xiang;  Li, Yan;  Liu, Xiao-Li;  Zhang, Xi-Feng;  Zhu, Zhi-Lin
Adobe PDF(7504Kb)  |  收藏  |  浏览/下载：58/0  |  提交时间：2024/03/07
Carbon cycle  Climate change  Eddy covariance  Terrestrial ecosystem  Machine learning  Scale extension  
Deciphering the contributions of spectral and structural data to wheat yield estimation from proximal sensing 期刊论文
CROP JOURNAL, 2022, 卷号: 10, 期号: 5, 页码: 1334-1345
作者:  Li, Qing;  Jin, Shichao;  Zang, Jingrong;  Wang, Xiao;  Sun, Zhuangzhuang;  Li, Ziyu;  Xu, Shan;  Ma, Qin;  Su, Yanjun;  Guo, Qinghua;  Jiang, Dong
Adobe PDF(3253Kb)  |  收藏  |  浏览/下载：8/0  |  提交时间：2024/03/07
LiDAR  Multispectral  Yield  Phenotype  Hyper-temporal  
Shift in controlling factors of carbon stocks across biomes on the Qinghai-Tibetan Plateau 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2022, 卷号: 17, 期号: 7
作者:  Han, Daorui;  Hu, Zhongmin;  Wang, Xuhui;  Wang, Tao;  Chen, Anping;  Weng, Qihao;  Liang, Minqi;  Zeng, Xiang;  Cao, Ruochen;  Di, Kai;  Luo, Dengnan;  Zhang, Guangru;  Yang, Yuanhe;  He, Honglin;  Fan, Jiangwen;  Yu, Guirui
Adobe PDF(3706Kb)  |  收藏  |  浏览/下载：12/0  |  提交时间：2024/03/07
Qinghai-Tibetan Plateau  SOC mapping  machine learning algorithms  driving factors  uncertainties  
Changes in wheat traits under future climate change and their contributions to yield changes in conventional vs. conservational tillage systems 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 卷号: 815
作者:  Li, Yibo;  Hou, Ruixing;  Liu, Xiaodi;  Chen, Yi;  Tao, Fulu
Adobe PDF(2657Kb)  |  收藏  |  浏览/下载：6/0  |  提交时间：2024/03/07
Climate change impact  Adaptation  Climate resilient cultivars  Cultivar traits  No-tillage  Warming  
Spatiotemporal Pattern of Ecosystem Respiration in China Estimated by Integration of Machine Learning With Ecological Understanding 期刊论文
GLOBAL BIOGEOCHEMICAL CYCLES, 2022, 卷号: 36, 期号: 11
作者:  Han, Lang;  Yu, Gui-Rui;  Chen, Zhi;  Zhu, Xian-Jin;  Zhang, Wei-Kang;  Wang, Tie-Jun;  Xu, Li;  Chen, Shi-Ping;  Liu, Shao-Min;  Wang, Hui-Min;  Yan, Jun-Hua;  Tan, Jun-Lei;  Zhang, Fa-Wei;  Zhao, Feng-Hua;  Li, Ying-Nian;  Zhang, Yi-Ping;  Sha, Li-Qing;  Song, Qing-Hai;  Shi, Pei-Li;  Zhu, Jiao-Jun;  Wu, Jia-Bing;  Zhao, Zhong-Hui;  Hao, Yan-Bin;  Ji, Xi-Bin;  Zhao, Liang;  Zhang, Yu-Cui;  Jiang, Shi-Cheng;  Gu, Feng-Xue;  Wu, Zhi-Xiang;  Zhang, Yang-Jian;  Li, Zhou;  Tang, Ya-Kun;  Jia, Bing-Rui;  Dong, Gang;  Gao, Yan-Hong;  Jiang, Zheng-De;  Sun, Dan;  Wang, Jian-Lin;  He, Qi-Hua;  Li, Xin-Hu;  Wang, Fei;  Wei, Wen-Xue;  Deng, Zheng-Miao;  Hao, Xiang-Xiang;  Liu, Xiao-Li;  Zhang, Xi-Feng;  Mo, Xing-Guo;  He, Yong-Tao;  Liu, Xin-Wei;  Du, Hu;  Zhu, Zhi-Lin
Adobe PDF(2863Kb)  |  收藏  |  浏览/下载：11/0  |  提交时间：2024/03/07
ecosystem respiration  eddy covariance  terrestrial ecosystem  machine learning  substrate  scale extension  
Allometry-based estimation of forest aboveground biomass combining LiDAR canopy height attributes and optical spectral indexes 期刊论文
FOREST ECOSYSTEMS, 2022, 卷号: 9
作者:  Yang, Qiuli;  Su, Yanjun;  Hu, Tianyu;  Jin, Shichao;  Liu, Xiaoqiang;  Niu, Chunyue;  Liu, Zhonghua;  Kelly, Maggi;  Wei, Jianxin;  Guo, Qinghua
Adobe PDF(4150Kb)  |  收藏  |  浏览/下载：12/0  |  提交时间：2024/03/07
Forest aboveground biomass  Drone LiDAR  Allometric relationship  Power law  Tree height  Vegetation index  
Simulating highly disturbed vegetation distribution: the case of China's Jing-Jin-Ji region 期刊论文
PEERJ, 2020, 卷号: 8
作者:  Yi, Sangui;  Zhou, Jihua;  Lai, Liming;  Du, Hui;  Sun, Qinglin;  Yang, Liu;  Liu, Xin;  Liu, Benben;  Zheng, Yuanrun
Adobe PDF(1988Kb)  |  收藏  |  浏览/下载：96/0  |  提交时间：2022/03/01
Vegetation distribution model  Vegetation classification unit  Important predictor variable  Jing-Jin-Ji region  
An Impartial Semi-Supervised Learning Strategy for Imbalanced Classification on VHR Images 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 22
作者:  Sun, Fei;  Fang, Fang;  Wang, Run;  Wan, Bo;  Guo, Qinghua;  Li, Hong;  Wu, Xincai
Adobe PDF(5707Kb)  |  收藏  |  浏览/下载：96/0  |  提交时间：2022/03/01
image classification  class imbalance  impartial semi-supervised learning strategy (ISS)  extreme gradient boosting (XGB)  very-high-resolution (VHR)