Botai Shi, Xiaokai Chen, Yiming Guo, Li Liu, Peng Li, Qingrui Chang (2025). Multi-Source Feature Selection and Explainable Machine Learning Approach for Mapping Nitrogen Balance Index in Winter Wheat Based on Sentinel-2 Data. Remote Sensing.DOI
Xiaokai Chen, Yuxin Miao, Krzysztof Kuśnierek, Fenling Li, Chao Wang, Botai Shi, Fei Long Wu, Qingrui Chang, Kang Yu (2025). Potential of Multi-Source Multispectral vs. Hyperspectral Remote Sensing for Winter Wheat Nitrogen Monitoring. Remote Sensing.DOI
Jieqing Yu, Longcai Zhao, Yanfu Liu, Qingrui Chang, Na Wang (2025). Automatic crop type mapping based on crop-wise indicative features. International Journal of Applied Earth Observation and Geoinformation.DOI
Xiaokai Chen, Fenling Li, Qingrui Chang, Yuxin Miao, Kang Yu (2025). Improving winter wheat plant nitrogen concentration prediction by combining proximal hyperspectral sensing and weather information with machine learning. Computers and Electronics in Agriculture.DOI
Huiling Miao, Rui Zhang, Zhenghua Song, Qingrui Chang (2025). Estimating Winter Wheat Canopy Chlorophyll Content Through the Integration of Unmanned Aerial Vehicle Spectral and Textural Insights. Remote Sensing.DOI
Yu Zhang, Mi Zou, Yanjun Li, Qingrui Chang, Xing Chen, Zhiyong Dai, Weihao Yuan (2025). Estimation of Anthocyanins in Apple Leaves Based on Ground Hyperspectral Imaging and Machine Learning Models. Agronomy.DOI
Xiaokai Chen, Fenling Li, Qingrui Chang, Yuxin Miao, Chao Wang, Weilong Qin, Kang Yu (2025). A UAV-Proxied Satellite Remote Sensing Approach for Winter Wheat Plant Nitrogen Concentration Mapping. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
Junru Yu, Yu Zhang, Zhenghua Song, Danyao Jiang, Yiming Guo, Yanfu Liu, Qingrui Chang (2024). Estimating Leaf Area Index in Apple Orchard by UAV Multispectral Images with Spectral and Texture Information. Remote Sensing.DOI
Huiling Miao, Xiaokai Chen, Yiming Guo, Qi Wang, Rui Zhang, Qingrui Chang (2024). Estimation of Anthocyanins in Winter Wheat Based on Band Screening Method and Genetic Algorithm Optimization Models. Remote Sensing.DOI
Zhenghua Song, Yanfu Liu, Junru Yu, Yiming Guo, Danyao Jiang, Yu Zhang, Zheng Guo, Qingrui Chang (2024). Estimation of Chlorophyll Content in Apple Leaves Infected with Mosaic Disease by Combining Spectral and Textural Information Using Hyperspectral Images. Remote Sensing.DOI
Yanfu Liu, Xiaonan Zhao, Zhenghua Song, Junru Yu, Danyao Jiang, Yu Zhang, Qingrui Chang (2024). Detection of apple mosaic based on hyperspectral imaging and three-dimensional Gabor. Computers and Electronics in Agriculture.DOI
Tao Chen, Rui Zhang, Honglei Wang, Xinping Dong, Shunan Zheng, Qingrui Chang (2024). Source Governance-Oriented Zoning for Heavy Metal Pollution in Farmland Soil: a Case Study of an Industrial Park in Mid-Western Shaanxi Province, China. Water Air & Soil Pollution.DOI
Qi Wang, Xiaokai Chen, Huayi Meng, Huiling Miao, Shiyu Jiang, Qingrui Chang (2023). UAV Hyperspectral Data Combined with Machine Learning for Winter Wheat Canopy SPAD Values Estimation. Remote Sensing.DOI
Yu Zhang, Qingrui Chang, Yi Chen, Yanfu Liu, Danyao Jiang, Zijuan Zhang (2023). Hyperspectral Estimation of Chlorophyll Content in Apple Tree Leaf Based on Feature Band Selection and the CatBoost Model. Agronomy.DOI
Xiaokai Chen, Fenling Li, Botai Shi, Qingrui Chang (2023). Estimation of Winter Wheat Plant Nitrogen Concentration from UAV Hyperspectral Remote Sensing Combined with Machine Learning Methods. Remote Sensing.DOI
Shiyu Jiang, Qingrui Chang, Xiaoping Wang, Zhikang Zheng, Yu Zhang, Qi Wang (2023). Estimation of Anthocyanins in Whole-Fertility Maize Leaves Based on Ground-Based Hyperspectral Measurements. Remote Sensing.DOI
Danyao Jiang, Qingrui Chang, Zijuan Zhang, Yanfu Liu, Yu Zhang, Zhikang Zheng (2023). Monitoring the Degree of Mosaic Disease in Apple Leaves Using Hyperspectral Images. Remote Sensing.DOI
Yanfu Liu, Yu Zhang, Danyao Jiang, Zijuan Zhang, Qingrui Chang (2023). Quantitative Assessment of Apple Mosaic Disease Severity Based on Hyperspectral Images and Chlorophyll Content. Remote Sensing.DOI
Zijuan Zhang, Danyao Jiang, Qingrui Chang, Zhikang Zheng, Xintong Fu, Kai Li, Haiyang Mo (2023). Estimation of Anthocyanins in Leaves of Trees with Apple Mosaic Disease Based on Hyperspectral Data. Remote Sensing.DOI
Xiaokai Chen, Fenling Li, Botai Shi, Kai Fan, Zhenfa Li, Qingrui Chang (2023). Estimation of Winter Wheat Canopy Chlorophyll Content Based on Canopy Spectral Transformation and Machine Learning Method. Agronomy.DOI
Mengyun Liu, Mengmeng Zhang, Qingrui Chang (2023). Impact of Land Use Change on Soil Carbon Storage in topsoil of the tableland of the Loess Plateau in Shaanxi in Recent Thirty Years.DOI
Xiaokai Chen, Fenling Li, Qingrui Chang (2023). Combination of Continuous Wavelet Transform and Successive Projection Algorithm for the Estimation of Winter Wheat Plant Nitrogen Concentration. Remote Sensing.DOI
Yong Huang, Qinjun Kang, Qi Wang, Lili Luo, Tingting Wang, Qingrui Chang (2022). Multiscale Spatial Distribution Pattern and Influencing Factors on Inland Fishing Gardens in China. Sustainability, Vol. 14, No. 11.DOI
Songtao Ban, Weizhen Liu, Minglu Tian, Qi Wang, Tao Yuan, Qingrui Chang, Linyi Li (2022). Rice Leaf Chlorophyll Content Estimation Using UAV-Based Spectral Images in Different Regions. Agronomy.DOI
Longcai Zhao, Qiangzi Li, Qingrui Chang, Jiali Shang, Xin Du, Jiangui Liu, Taifeng Dong (2022). In-season crop type identification using optimal feature knowledge graph. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
Qi Wang, Danyao Jiang, Yifan Gao, Zijuan Zhang, Qingrui Chang (2022). Examining the Driving Factors of SOM Using a Multi-Scale GWR Model Augmented by Geo-Detector and GWPCA Analysis. Agronomy.DOI
Youming Zhang, Na Ta, Song Guo, Qian Chen, Longcai Zhao, Fenling Li, Qingrui Chang (2022). Combining Spectral and Textural Information from UAV RGB Images for Leaf Area Index Monitoring in Kiwifruit Orchard. Remote Sensing.DOI
Ke Wang, Yanbing Qi, Wenjing Guo, Jielin Zhang, Qingrui Chang (2021). Retrieval and Mapping of Soil Organic Carbon Using Sentinel-2A Spectral Images from Bare Cropland in Autumn. Remote Sensing.DOI
Binquan Li, Zhongmin Liang, Qingrui Chang, Wei Zhou, Huan Wang, Jun Wang, Yiming Hu (2020). On the Operational Flood Forecasting Practices Using Low-Quality Data Input of a Distributed Hydrological Model. Sustainability, Vol. 12, No. 19.DOI
Mengyun Liu, Peng Li, Mengmeng Liu, Jing Wang, Qingrui Chang (2020). The trend of soil organic carbon fractions related to the successions of different vegetation types on the tableland of the Loess Plateau of China. Journal of Soils and Sediments.DOI
Rui Zhang, Tao Chen, Yu Zhang, Yuhao Hou, Qingrui Chang (2020). Health risk assessment of heavy metals in agricultural soils and identification of main influencing factors in a typical industrial park in northwest China. Chemosphere.DOI
Yanbing Qi, Tao Chen, Manoj K. Shukla, Qingrui Chang (2020). Using soil minerals to investigate desert expansion in northern Shaanxi Province, China. Aeolian Research.DOI
Mengyun Liu, Mengmeng Liu, Peng Li, Jinghan Yang, Jing Wang, Qingrui Chang (2019). Variations in soil organic carbon decompositions of different land use patterns on the tableland of Loess Plateau. Environmental Science and Pollution Research.DOI
Xiuying Liu, Chenzhou Liu, Zhaoyong Shi, Qingrui Chang (2019). Comparison of prediction power of three multivariate calibrations for estimation of leaf anthocyanin content with visible spectroscopy in Prunus cerasifera. PeerJ.DOI
Songtao Ban, Minglu Tian, Qingrui Chang (2019). Estimating the severity of apple mosaic disease with hyperspectral images. International journal of agricultural and biological engineering.DOI
Hongke Hao, Weizhong Li, Xuan Zhao, Qingrui Chang, Pengxiang Zhao (2019). Estimating the Aboveground Carbon Density of Coniferous Forests by Combining Airborne LiDAR and Allometry Models at Plot Level. Frontiers in Plant Science.DOI
Fenling Li, Li Wang, Jing Liu, Yuna Wang, Qingrui Chang (2019). Evaluation of Leaf N Concentration in Winter Wheat Based on Discrete Wavelet Transform Analysis. Remote Sensing.DOI
Li Wang, Qingrui Chang, Fenling Li, Lin Yan, Yong Huang, Qi Wang, Lili Luo (2019). Effects of Growth Stage Development on Paddy Rice Leaf Area Index Prediction Models. Remote Sensing.DOI
Li Wang, Qingrui Chang, Jing Yang, Xiaohua Zhang, Fenling Li (2018). Estimation of paddy rice leaf area index using machine learning methods based on hyperspectral data from multi-year experiments. PLoS ONE.DOI
Yanan Huang, Qingrui Chang, Zhi Li (2018). Land use change impacts on the amount and quality of recharge water in the loess tablelands of China. The Science of The Total Environment.DOI
Yanbing Qi, Tao Chen, Jie Pu, Fengqun Yang, Manoj K. Shukla, Qingrui Chang (2017). Response of soil physical, chemical and microbial biomass properties to land use changes in fixed desertified land. CATENA.DOI
Yajun Hao, Yuhong Wang, Qingrui Chang, Xiaorong Wei (2017). Effects of Long-Term Fertilization on Soil Organic Carbon and Nitrogen in a Highland Agroecosystem. Pedosphere.DOI
Donglei Fu, Mengyun Liu, Qingrui Chang, Liwen Liu, Aihua Lv (2017). Degradation capacity of humic acids-degrading bacteria on humic acids extracted from arable soil. Zemdirbyste-Agriculture.DOI
Baoni Xie, Xiaoxu Jia, Zhanfei Qin, Jian Shen, Qingrui Chang (2016). Vegetation dynamics and climate change on the Loess Plateau, China: 1982-2011. Regional Environmental Change, Vol. 16, No. 6.DOI
Tao Chen, Qingrui Chang, Jing Liu, Jan G.P.W. Clevers, Lammert Kooistra (2016). Identification of soil heavy metal sources and improvement in spatial mapping based on soil spectral information: A case study in northwest China. The Science of The Total Environment.DOI
Tao Chen, Qingrui Chang, Jing Liu, Jan G.P.W. Clevers (2015). Spatio-temporal variability of farmland soil organic matter and total nitrogen in the southern Loess Plateau, China: a case study in Heyang County. Environmental Earth Sciences.DOI
Yanbing Qi, Fengqun Yang, Manoj K. Shukla, Jie Pu, Qingrui Chang, Wan-lin Chu (2015). Desert Soil Properties after Thirty Years of Vegetation Restoration in Northern Shaanxi Province of China. Arid Land Research and Management.DOI
Tao Chen, Qingrui Chang, Jan G.P.W. Clevers, Lammert Kooistra (2015). Rapid identification of soil cadmium pollution risk at regional scale based on visible and near-infrared spectroscopy. Environmental Pollution.DOI
Yang Wang, Manfred Bölter, Qingrui Chang, Rainer Duttmann, Annette Scheltz, James F. Petersen, Zhanli Wang (2015). Driving factors of temporal variation in agricultural soil respiration. Acta Agriculturae Scandinavica Section B - Soil & Plant Science.DOI
Rui Wang, Quan Sun, Qingrui Chang (2015). Soil Types Effect on Grape and Wine Composition in Helan Mountain Area of Ningxia. PLoS ONE.DOI
Yang Wang, Manfred Bölter, Qingrui Chang, Rainer Duttmann, Kirstin Marx, James F. Petersen, Zhanli Wang (2015). Functional dependencies of soil CO 2 emissions on soil biological properties in northern German agricultural soils derived from a glacial till. Acta Agriculturae Scandinavica Section B - Soil & Plant Science.DOI
Yajun Hao, Qingrui Chang, Linhai Li, Xiaorong Wei (2014). Impacts of landform, land use and soil type on soil chemical properties and enzymatic activities in a Loessial Gully watershed. Soil Research.DOI
Mengyun Liu, Qingrui Chang, Yanbing Qi, Jing Liu, Tao Chen (2013). Aggregation and soil organic carbon fractions under different land uses on the tableland of the Loess Plateau of China. CATENA.DOI
Yanbing Qi, Qingrui Chang, Keli Jia, Mengyun Liu, Jing Liu, Tao Chen (2011). Temporal-spatial variability of desertification in an agro-pastoral transitional zone of northern Shaanxi Province, China. CATENA.DOI
Yibo Liu, Qingrui Chang, Jing Liu, Weimin Ju, Gaolong Zhu, Zhengsong Duan (2010). Spatial distribution of soil erosion in a black soil region of Northeast China studied using remote sensing and GIS techniques. International Conference on Geoinformatics.DOI
J. Zhang, Qingrui Chang, Yanbing Qi (2009). Fractal characteristics of soil under ecological restoration in the agro‐pastoral transition zone of Northern China. New Zealand Journal of Agricultural Research.DOI
Qingrui Chang, Jıng Lıu, Yang Qin-ke, Xiaoping Zhang (2003). [Dynamic monitoring on land cover in loess hilly and gully area by the methods of RS and GIS]. PubMed.