杨琳｜南京大学｜学者主页

2026

天津典型经济开发区农田土壤重金属的污染特征与来源解析

刘煌睿，赵冬琦，闫海虎，朱能武，杨琳，黄大伟，陈思莉，陈禧，陈晨

《环境科学学报》

2026

暗管配置对重度盐碱地土壤细菌群落和棉花水氮利用及产量的影响

邢旭光，沈彦博，杨琳，赵青青，夏天骄，李东伟

《农业工程学报》

2025

Spatio-temporal mapping reveals changes in soil organic carbon stocks across the contiguous United States since 1955

Chenconghai Yang, Feixue Shen, Li Xiang, Wenkai Cui, Lei Zhang, Lin Yang, Chenghu Zhou

Communications Earth & Environment

DOI

2025

Mapping global distributions, environmental controls, and uncertainties of apparent topsoil and subsoil organic carbon turnover times

Lei Zhang, Lin Yang, Thomas Ward Crowther, Constantin M. Zohner, Sebastian Döetterl, G.B.M. Heuvelink, Alexandre M.J.‐C. Wadoux, A‐Xing Zhu, Yue Pu, Feixue Shen, Haozhi Ma, Yibiao Zou, Chenghu Zhou

Earth system science data

DOI

2025

Enhancing Soil Organic Carbon Mapping with Remote Sensing-Derived Soil Moisture Indices

Lin Yang, Chenconghai Yang

DOI

2025

Digital soil mapping based on the similarity of geographic environment over spatial neighborhoods

Fang-He Zhao, Yiming An, Cheng‐Zhi Qin, A‐Xing Zhu, Lin Yang, Feng Qi

International Journal of Digital Earth

DOI

2024

基于递归特征消除-随机森林模型的江浙沪农田土壤肥力属性制图

李安琪，杨琳，蔡言颜，张磊，黄海莉，吴琪，王雯琪

《地理科学》

DOI

2024

Hydrology, vegetation, and soil properties as key drivers of soil organic carbon in coastal wetlands: A high-resolution study

Guo Mao, Lin Yang, Lei Zhang, Feixue Shen, Michael Edward Meadows, Chenghu Zhou

Environmental Science and Ecotechnology

DOI

2023

新时代土壤地理学的发展现状与趋势

张甘霖，史舟，王秋兵，赵永存，刘峰，杨琳，宋效东，杨飞，蒋卓东，曾荣，陈颂超，杨顺华

《土壤学报》

2022

Sample design optimization for soil mapping using improved artificial neural networks and simulated annealing

Shuangshuang Shao, Baowei Su, Yalu Zhang, Chao Gao, Ming Zhang, Huan Zhang, Lin Yang

Geoderma

DOI

2021

A multiple soil properties oriented representative sampling strategy for digital soil mapping

Lei Zhang, Lin Yang, Yanyan Cai, Haili Huang, Jingjing Shi, Chenghu Zhou

Geoderma

DOI

2021

Ten challenges for the future of pedometrics

Alexandre M.J.‐C. Wadoux, G.B.M. Heuvelink, R. M. Lark, Philippe Lagacherie, Johan Bouma, Vera Leatitia Mulder, Zamir Libohova, Lin Yang, Alex B. McBratney

Geoderma

DOI

2021

Spatial variability-based sample size allocation for stratified sampling

Shuangshuang Shao, Huan Zhang, Manman Fan, Baowei Su, Jingtao Wu, Ming Zhang, Lin Yang, Chao Gao

CATENA

DOI

2021

Soil organic carbon prediction using phenological parameters and remote sensing variables generated from Sentinel-2 images

Xianglin He, Lin Yang, Anqi Li, Lei Zhang, Feixue Shen, Yanyan Cai, Chenhu Zhou

CATENA

DOI

2021

Soil property mapping by combining spatial distance information into the Soil Land Inference Model (SoLIM)

Cheng‐Zhi Qin, Yiming An, Peng Liang, A‐Xing Zhu, Lin Yang

Pedosphere

DOI

2020

A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data

Lei Zhang, Lin Yang, Tianwu Ma, Feixue Shen, Yanyan Cai, Chenghu Zhou

Geoderma

DOI

2020

The Generation of Soil Spectral Dynamic Feedback Using Landsat 8 Data for Digital Soil Mapping

Canying Zeng, Lin Yang, A‐Xing Zhu

Remote Sensing

DOI

2020

Evaluation of conditioned Latin hypercube sampling for soil mapping based on a machine learning method

Lin Yang, Xinming Li, Jingjing Shi, Feixue Shen, Feng Qi, Binbo Gao, Ziyue Chen, A‐Xing Zhu, Chenghu Zhou

Geoderma

DOI

2020

Selection of training samples for updating conventional soil map based on spatial neighborhood analysis of environmental covariates

Hong Zhi Gao, Xinyue Zhang, Liangjie Wang, Xianglin He, Feixue Shen, Lin Yang

Geoderma

DOI

2019

A graded proportion method of training sample selection for updating conventional soil maps

Xueqi Liu, A‐Xing Zhu, Lin Yang, Tao Pei, Junzhi Liu, Canying Zeng, Desheng Wang

Geoderma

DOI

2019

Predicting soil organic carbon content in croplands using crop rotation and Fourier transform decomposed variables

Lin Yang, Min Joon Song, A‐Xing Zhu, Cheng‐Zhi Qin, Chenghu Zhou, Feng Qi, Xinming Li, Ziyue Chen, Binbo Gao

Geoderma

DOI

2019

Improving prediction of soil organic carbon content in croplands using phenological parameters extracted from NDVI time series data

Lin Yang, Xianglin He, Feixue Shen, Chenghu Zhou, A‐Xing Zhu, Bingbo Gao, Ziyue Chen, Manchun Li

Soil and Tillage Research

DOI

2018

沙棘人工林土壤微生物群落结构及酶活性的季节变化

罗蓉，杨苗，余旋，马梓桐，郝汝倩，杨琳

《应用生态学报》

2018

数字土壤制图研究综述与展望

朱阿兴，杨琳，樊乃卿，曾灿英，张甘霖

《地理科学进展》

2018

Accounting for differences in costs among sampling locations in optimal stratification

Dick J. Brus, Lin Yang, A‐Xing Zhu

European Journal of Soil Science

DOI

2018

Construction of land surface dynamic feedbacks for digital soil mapping with fusion of multisource remote sensing data

Canying Zeng, A‐Xing Zhu, Feng Qi, Jianhong Liu, Lin Yang, F. Liu, F. L. Li

European Journal of Soil Science

DOI

2018

Machine‐Learning Variables at Different Scales vs. Knowledge‐based Variables for Mapping Multiple Soil Properties

Jingjing Shi, Lin Yang, A‐Xing Zhu, Cheng‐Zhi Qin, Peng Liang, Canying Zeng, Tao Pei

Soil Science Society of America Journal

DOI

2017

基于分融策略的土壤采样设计方法

张磊，朱阿兴，杨琳，秦承志，刘军志，刘雪琦

《土壤学报》

2017

土壤图更新中基于土壤类型面积分级的训练样点选择方法

刘雪琦，朱阿兴，杨琳，缪亚敏，曾灿英

《土壤学报》

2017

Accounting for access costs in validation of soil maps: A comparison of design-based sampling strategies

Lin Yang, Dick J. Brus, A‐Xing Zhu, Xinming Li, Jingjing Shi

Geoderma

DOI

2017

Identification of representative samples from existing samples for digital soil mapping

Yiming An, Lin Yang, A‐Xing Zhu, Cheng‐Zhi Qin, Jingjing Shi

Geoderma

DOI

2015

土壤制图中多等级代表性采样与分层随机采样的对比研究

杨琳，朱阿兴，张淑杰，安艺明

《土壤学报》

2015

模糊聚类方法在南方红壤小流域土壤属性制图中的应用——以长汀朱溪河小流域为例

谢军，秦承志，肖桂荣，杨琳，雷秋良，刘军志，朱阿兴

《中国水土保持科学(中英文)》

2013

CyberSoLIM:基于知识驱动的在线数字土壤制图原型系统

江净超，朱阿兴，秦承志，杨琳，刘峰，张淑杰

《土壤学报》

2012

基于样点的数字土壤属性制图方法及样点设计综述

张淑杰，朱阿兴，刘京，杨琳

《土壤》

2012

整合已有土壤样点的数字土壤制图补样方案

张淑杰，朱阿兴，刘京，杨琳

《地理科学进展》

2011

一种基于样点代表性等级的土壤采样设计方法

杨琳，朱阿兴，秦承志，李宝林，裴韬

《土壤学报》

2010

基于土壤-环境关系的更新传统土壤图研究

杨琳，Fahmy Sherif，Hann Sheldon，朱阿兴，秦承志，徐志刚

《土壤学报》

2009

运用模糊隶属度进行土壤属性制图的研究——以黑龙江鹤山农场研究区为例

杨琳，朱阿兴，秦承志，李宝林，裴韬，刘宝元

《土壤学报》

2007

应用模糊c均值聚类获取土壤制图所需土壤-环境关系知识的方法研究

杨琳，朱阿兴，李宝林，秦承志，裴韬，刘宝元，李润奎，蔡强国

《土壤学报》

2005

基于GIS、模糊逻辑和专家知识的土壤制图及其在中国应用前景

朱阿兴，李宝林，杨琳，裴韬，秦承志，张甘霖，蔡强国，周成虎

《土壤学报》

精选作品

期刊论文

天津典型经济开发区农田土壤重金属的污染特征与来源解析

暗管配置对重度盐碱地土壤细菌群落和棉花水氮利用及产量的影响

Spatio-temporal mapping reveals changes in soil organic carbon stocks across the contiguous United States since 1955

Mapping global distributions, environmental controls, and uncertainties of apparent topsoil and subsoil organic carbon turnover times

Enhancing Soil Organic Carbon Mapping with Remote Sensing-Derived Soil Moisture Indices

Digital soil mapping based on the similarity of geographic environment over spatial neighborhoods

基于递归特征消除-随机森林模型的江浙沪农田土壤肥力属性制图

Hydrology, vegetation, and soil properties as key drivers of soil organic carbon in coastal wetlands: A high-resolution study

新时代土壤地理学的发展现状与趋势

Sample design optimization for soil mapping using improved artificial neural networks and simulated annealing

A multiple soil properties oriented representative sampling strategy for digital soil mapping

Ten challenges for the future of pedometrics

Spatial variability-based sample size allocation for stratified sampling

Soil organic carbon prediction using phenological parameters and remote sensing variables generated from Sentinel-2 images

Soil property mapping by combining spatial distance information into the Soil Land Inference Model (SoLIM)

A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data

The Generation of Soil Spectral Dynamic Feedback Using Landsat 8 Data for Digital Soil Mapping

Evaluation of conditioned Latin hypercube sampling for soil mapping based on a machine learning method

Selection of training samples for updating conventional soil map based on spatial neighborhood analysis of environmental covariates

A graded proportion method of training sample selection for updating conventional soil maps

Predicting soil organic carbon content in croplands using crop rotation and Fourier transform decomposed variables

Improving prediction of soil organic carbon content in croplands using phenological parameters extracted from NDVI time series data

沙棘人工林土壤微生物群落结构及酶活性的季节变化

数字土壤制图研究综述与展望

Accounting for differences in costs among sampling locations in optimal stratification

Construction of land surface dynamic feedbacks for digital soil mapping with fusion of multisource remote sensing data

Machine‐Learning Variables at Different Scales vs. Knowledge‐based Variables for Mapping Multiple Soil Properties

基于分融策略的土壤采样设计方法

土壤图更新中基于土壤类型面积分级的训练样点选择方法

Accounting for access costs in validation of soil maps: A comparison of design-based sampling strategies

Identification of representative samples from existing samples for digital soil mapping

土壤制图中多等级代表性采样与分层随机采样的对比研究

模糊聚类方法在南方红壤小流域土壤属性制图中的应用——以长汀朱溪河小流域为例

CyberSoLIM:基于知识驱动的在线数字土壤制图原型系统

基于样点的数字土壤属性制图方法及样点设计综述

整合已有土壤样点的数字土壤制图补样方案

一种基于样点代表性等级的土壤采样设计方法

基于土壤-环境关系的更新传统土壤图研究

运用模糊隶属度进行土壤属性制图的研究——以黑龙江鹤山农场研究区为例

应用模糊c均值聚类获取土壤制图所需土壤-环境关系知识的方法研究

基于GIS、模糊逻辑和专家知识的土壤制图及其在中国应用前景

研究方向