教育背景

工作履历

学术兼职

1. 中国自然资源学会自然资源信息系统研究专业委员会委员
2. 中国土壤学会土壤遥感与信息专业委员会委员
3. 《农业工程学报》青年编委
4. 国际数字地球学会中国国家委员会数字农业专业委员会委员
5. Frontiers in Remote Sensing 土地利用/覆被变化领域副主编
6. Remote Sensing 期刊专刊主编，Land 期刊编委

研究领域

农业遥感监测：作物种植强度、耕地撂荒、农田地块提取与多源遥感制图。
作物模型模拟：面向粮食生产潜力、农业土地利用转型和情景评估的模型分析。
土地利用/覆被变化生态环境效应评估：人地系统、水-能-粮关系、耕地多功能等。

奖励与荣誉

主持项目

高分遥感智能主动调查监测技术研发，国家重点研发项目子课题，2020-10至2022-12，87万，主持
长江中下游地区种植制度对气候变化的适应研究，国家自然科学基金委员会青年项目，2017-01至2019-12，23.5万元，主持

国家重点研发项目子课题，2020.10-2022.12，高分遥感智能主动调查监测技术研发

国家自然科学基金委员会青年项目，2017.01-2019.12，长江中下游地区种植制度对气候变化的适应研究
横向课题，2021.01-2024.12，十三五空基真实性检验站（广州站）建设
横向课题，2023.01-2024.12，高分真实性检验站（增城站）建设

学术成果

一、发表论文：

2026

1. Zhang Yongjian, Huang Xiaoqi, Kong Weilang, Liu Zhenjie, Liu Min, Liu Jialin, Hu Haoran, Liu Luo*. A Generative Time-Series Data Augmentation Framework Based on Multisource Remote Sensing for Early Crop Classification[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026, 19: 13027-13043. DOI: 10.1109/JSTARS.2026.3662757.

2. Liao Yixin, Luo Chenrui, Wang Xue, Liu Jialin, Huang Xiaoqi, Xu Xinliang, Qin Rui, Qin Yuanwei*, Liu Luo*. Abandonment duration shapes reuse strategies and benefits of abandoned cropland in China[J]. Environmental Impact Assessment Review, 2026, 118: 108281. DOI: 10.1016/j.eiar.2025.108281.

3. Gao Huan, Chen Jiayue, Han Dongrui, Xu Xinliang, Liu Luo, Qiao Zhi. Assessing the resilience and optimization potential of the summer urban heat island spatial networks using complex network theory: Evidence from 19 major Chinese urban agglomerations[J]. Cities, 2026, 170: 106683. DOI: 10.1016/j.cities.2025.106683.

4. Guo Yubin, Hong Zitao, Qu Yue, Liu Luo*, Li Ximing*. Semisupervised Road Extraction With Class-Aware Multiperturbation Cross Pseudosupervision[J]. IEEE Transactions on Geoscience and Remote Sensing, 2026, 64: 1-18. DOI: 10.1109/TGRS.2026.3679950.

2025

1. Liu Jiawen, Gao Huan, Jia Ruoyu, Wang Ran, Han Dongrui, Liu Luo, Xu Xinliang, Qiao Zhi. A downscaling framework with WRF-UCM and LES/RANS models for urban microclimate simulation strategy: Validation through both measurement and mechanism model[J]. Building and Environment, 2025, 269: 112361. DOI: 10.1016/j.buildenv.2024.112361.

2. Liu Zhenjie, Liu Jialin, Su Yingyue*, Xiao Xiangming, Dong Jingwei, Liu Luo*. A General Model for Large-Scale Paddy Rice Mapping by Combining Biological Characteristics, Deep Learning, and Multisource Remote Sensing Data[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 18: 14705-14717. DOI: 10.1109/JSTARS.2025.3573750.

3. Kong Weilang, Huang Xiaoqi, Liu Jialin, Liu Min, Liu Luo, Guo Yubin. Cascade Learning Early Classification: A Novel Cascade Learning Classification Framework for Early-Season Crop Classification[J]. Remote Sensing, 2025, 17(10): 1783. DOI: 10.3390/rs17101783.

4. Liao Yixin, Huang Jiajun, Luo Chenrui, Fang Minzi, Xu Xinliang, Qiao Zhi*, Liu Luo*. Deciphering supply-demand mismatch and influencing mechanisms of cropland multifunction in China: Toward targeted spatial governance[J]. Journal of Cleaner Production, 2025, 527: 146719. DOI: 10.1016/j.jclepro.2025.146719.

5. Tian Juwei, Chen Yinyin, Yang Linhan, Li Dandan, Liu Luo, Li Jiufeng, Tang Xianzhe. Enhancing Urban Flood Susceptibility Assessment by Capturing the Features of the Urban Environment[J]. Remote Sensing, 2025, 17(8): 1347. DOI: 10.3390/rs17081347.

6. Huang Xi, Yang Linhan, Yang GuiCheng, Li Jiufeng, Liu Luo, Liu Yilun, Tang Xianzhe. Exploring the optimal method for quantifying the contribution of driving factors of urban floods[J]. International Journal of Applied Earth Observation and Geoinformation, 2025, 140: 104597. DOI: 10.1016/j.jag.2025.104597.

7. Zhao Zizhang, Dong Jinwei, Yang Jilin, Liu Luo, You Nanshan, Xiao Xiangming, Zhang Geli. From rice planting area mapping to rice agricultural system mapping: A holistic remote sensing framework for understanding China's complex rice systems[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2025, 224: 382-397. DOI: 10.1016/j.isprsjprs.2025.03.026.

8. Huang Xiaoqi, Fang Minzi, Kong Weilang, Liu Jialin, Wu Yuxin, Liu Zhenjie, Qiao Zhi, Liu Luo*. HyperVTCN: A Deep Learning Method with Temporal and Feature Modeling Capabilities for Crop Classification with Multisource Satellite Imagery[J]. Remote Sensing, 2025, 17(17): 3022. DOI: 10.3390/rs17173022.

9. Liu Fang, Xiao Xiangming, Qin Yuanwei, Liu Luo. Identifying and mapping open-boll cotton fields in the southeastern United States with time series PhenoCam, Sentinel-2 and Sentinel-1 images[J]. International Journal of Applied Earth Observation and Geoinformation, 2025, 142: 104723. DOI: 10.1016/j.jag.2025.104723.

10. Li Jiahui, Xu Xinliang, Liu Luo, Deng Xiaojuan, Wang Shihao. Impact of irrigation on cropland yield potential and scenario-based optimization in Northeast China[J]. Agricultural Water Management, 2025, 314: 109522. DOI: 10.1016/j.agwat.2025.109522.

11. Qiao Zhi, Wei Qikun, Gao Huan, Liu Luo, Xu Xinliang, Han Dongrui. Urbanization-driven and intercity interaction-induced warming effects in the Beijing-Tianjin-Hebei urban agglomeration: A comparison of heatwave and non-heatwave scenarios[J]. Applied Geography, 2025, 177: 103561. DOI: 10.1016/j.apgeog.2025.103561.

2024

1. Liu Min, Qu Yue, Wang Jie, Liao Yixin, Zheng Guotai, Guo Yubin*, Liu Luo*. A 30-m annual grassland dataset from 1991 to 2020 for Inner Mongolia, China[J]. Scientific Data, 2024, 11(1): 1143. DOI: 10.1038/s41597-024-03990-x.

2. Tang Xianzhe, Tian Juwei, Huang Xi, Shu Yuqin, Liu Zhenhua, Long Shaoqiu, Xue Weixing, Liu Luo, Lin Xueming, Liu Wei. A novel machine learning-based framework to extract the urban flood susceptible regions[J]. International Journal of Applied Earth Observation and Geoinformation, 2024, 132: 104050. DOI: 10.1016/j.jag.2024.104050.

3. He Tong, Wang Nan, Chen Jiayue, Wu Feng, Xu Xinliang, Liu Luo, Han Dongrui, Sun Zongyao, Lu Yingshuang, Hao Yan, Qiao Zhi. Direct and indirect impacts of land use/cover change on urban heat environment: a 15-year panel data study across 365 Chinese cities during summer daytime and nighttime[J]. Landscape Ecology, 2024, 39(3): 67. DOI: 10.1007/s10980-024-01807-1.

4. Liu Zhenjie, Su Yingyue, Xiao Xiangming*, Qin Yuanwei, Li Jun, Liu Luo*. Identification and mapping of yellow-flowering rapeseed fields by combining social media data, Sentinel-2 imagery, deep learning algorithm, and Google Earth Engine[J]. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2024, 132: 104047. DOI: 10.1016/j.jag.2024.104047.

5. Liao Yixin, Lu Xiaojun, Liu Jialin, Huang Jiajun, Qu Yue, Qiao Zhi, Xie Yuangui, Liao Xiaofeng, Liu Luo*. Integrated Assessment of the Impact of Cropland Use Transition on Food Production Towards the Sustainable Development of Social–Ecological Systems[J]. Agronomy, 2024, 14(12): 2851. DOI: 10.3390/agronomy14122851.

6. Qu Yue, Zhang Boyu, Xu Han, Qiao Zhi, Liu Luo*. Interannual Monitoring of Cropland in South China from 1991 to 2020 Based on the Combination of Deep Learning and the LandTrendr Algorithm[J]. Remote Sensing, 2024, 16(6): 949. DOI: 10.3390/rs16060949.

7. Zou Runyan, Peng Yuanyuan, Yang Hao, Hu Yueming, Liu Luo, Mao Xiaoyun. Multifunctional Evaluation and Analysis of Synergistic Relationships: A Cognitive Framework for the Sustainable Use of Cropland in China[J]. Agronomy, 2024, 14(2): 284. DOI: 10.3390/agronomy14020284.

8. Jia Ruoyu, Liu Jiawen, He Tong, Han Dongrui, Xu Xinliang, Liu Luo, Sun Zongyao, Qiao Zhi. Population heat exposure risk from the perspective of urban heat island spatial expansion in China during 2005–2020[J]. Urban Climate, 2024, 56: 101987. DOI: 10.1016/j.uclim.2024.101987.

9. Xu Yuetong, Jia Ruoyu, Liu Jiawen, Han Dongrui, He Tong, Xu Xinliang, Liu Luo, Sun Zongyao, Qiao Zhi. The population exposure risk of urban heat island effect: From the perspective of urban spatial expansion in China[J]. Building and Environment, 2024, 258: 111565. DOI: 10.1016/j.buildenv.2024.111565.

10. Qiao Zhi, Wang Nan, Chen Jiayue, Xu Xinliang, Liu Luo, Han Dongrui. Understanding the differences in the contribution and impact of urbanization on urban warming during heatwave and non-heatwave periods in China[J]. Journal of Cleaner Production, 2024, 474: 143626. DOI: 10.1016/j.jclepro.2024.143626.

11. Shi Wenjiao, Wang Minglei, Tao Fulu, Xu Xinliang, Deng Xiangzheng, Liu Luo, Kong Xiangbin, Zuo Lijun, Lei Ming, Shi Xiaoli, Wang Xiaoqing. Wheat redistribution in Huang-Huai-Hai, China, could reduce groundwater depletion and environmental footprints without compromising production[J]. Communications Earth & Environment, 2024, 5(1): 380. DOI: 10.1038/s43247-024-01547-9.

2023

1. Yang Jilin, Dong Jinwei, Liu Luo, Zhao Miaomiao, Zhang Xiaoyang, Li Xuecao, Dai Junhu, Wang Huanjiong, Wu Chaoyang, You Nanshan, Fang Shibo, Pang Yong, He Yingli, Zhao Guosong, Xiao Xiangming, Ge Quansheng. A robust and unified land surface phenology algorithm for diverse biomes and growth cycles in China by using harmonized Landsat and Sentinel-2 imagery[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2023, 202: 610-636. DOI: 10.1016/j.isprsjprs.2023.07.017.

2. He Tong, Wang Nan, Tong Yindong, Wu Feng, Xu Xinliang, Liu Luo, Chen Jiayue, Lu Yingshuang, Sun Zongyao, Han Dongrui, Qiao Zhi. Anthropogenic activities change population heat exposure much more than natural factors and land use change: An analysis of 2020−2100 under SSP-RCP scenarios in Chinese cities[J]. Sustainable Cities and Society, 2023, 96: 104699. DOI: 10.1016/j.scs.2023.104699.

3. Xie Dehua, Xu Han, Xiong Xiliu, Liu Min, Hu Haoran, Xiong Mengsen, Liu Luo*. Cropland Extraction in Southern China from Very High-Resolution Images Based on Deep Learning[J]. Remote Sensing, 2023, 15(9): 2231. DOI: 10.3390/rs15092231.

4. Liu Luo, Kang Shanggui, Xiong Xiliu, Qin Yuanwei, Wang Jie, Liu Zhenjie, Xiao Xiangming. Cropping intensity map of China with 10 m spatial resolution from analyses of time-series Landsat-7/8 and Sentinel-2 images[J]. International Journal of Applied Earth Observation and Geoinformation, 2023, 124: 103504. DOI: 10.1016/j.jag.2023.103504.

5. Zhao Yanbo, Wang Jie, Zhang Geli, Liu Luo, Yang Jilin, Wu Xiaocui, Biradar Chandrashekhar, Dong Jinwei, Xiao Xiangming. Divergent trends in grassland degradation and desertification under land use and climate change in Central Asia from 2000 to 2020[J]. Ecological Indicators, 2023, 154: 110737. DOI: 10.1016/j.ecolind.2023.110737.

6. Tang Xianzhe, Wu Zhanyu, Liu Wei, Tian Juwei, Liu Luo*. Exploring effective ways to increase reliable positive samples for machine learning-based urban waterlogging susceptibility assessments[J]. Journal of Environmental Management, 2023, 344: 118682. DOI: 10.1016/j.jenvman.2023.118682.

7. Wu Shikun, Su Yingyue, Lu Xiaojun, Xu Han, Kang Shanggui, Zhang Boyu, Hu Yueming, Liu Luo*. Extraction and Mapping of Cropland Parcels in Typical Regions of Southern China Using Unmanned Aerial Vehicle Multispectral Images and Deep Learning[J]. Drones, 2023, 7(5): 285. DOI: 10.3390/drones7050285.

8. Qiao Zhi, He Tong, Wang Nan, Wu Feng, Chen Jiayue, Xu Xinliang, Liu Luo, Zhang Qian. How Do Natural Factor and Human Activity Affect Urban Land Surface Heat Environment in China?[J]. Ecosystem Health and Sustainability, 2023, 9: 0126. DOI: 10.34133/ehs.0126.

9. Li Liangdan, Liu Luo*, Peng Yiping, Su Yingyue, Hu Yueming*, Zou Runyan. Integration of multimodal data for large-scale rapid agricultural land evaluation using machine learning and deep learning approaches[J]. Geoderma, 2023, 439: 116696. DOI: 10.1016/j.geoderma.2023.116696.

10. Su Yingyue, Wu Shikun, Kang Shanggui, Xu Han, Liu Guangsheng, Qiao Zhi, Liu Luo*. Monitoring Cropland Abandonment in Southern China from 1992 to 2020 Based on the Combination of Phenological and Time-Series Algorithm Using Landsat Imagery and Google Earth Engine[J]. Remote Sensing, 2023, 15(3): 669. DOI: 10.3390/rs15030669.

11. Wang Zijin, Yang Hao, Hu Yueming, Peng Yiping, Liu Luo*, Su Shaoqing, Wang Wei, Wu Jialong. Multifunctional trade-off/synergy relationship of cultivated land in Guangdong: A long time series analysis from 2010 to 2030[J]. Ecological Indicators, 2023, 154: 110700. DOI: 10.1016/j.ecolind.2023.110700.

12. Qiao Zhi, Lu Yingshuang, He Tong, Wu Feng, Xu Xinliang, Liu Luo, Wang Fang, Sun Zongyao, Han Dongrui. Spatial expansion paths of urban heat islands in Chinese cities: Analysis from a dynamic topological perspective for the improvement of climate resilience[J]. Resources, Conservation and Recycling, 2023, 188: 106680. DOI: 10.1016/j.resconrec.2022.106680.

13. Wang Nan, Chen Jiayue, He Tong, Xu Xinliang, Liu Luo, Sun Zongyao, Qiao Zhi, Han Dongrui. Understanding the differences in the effect of urbanization on land surface temperature and air temperature in China: insights from heatwave and non-heatwave conditions[J]. Environmental Research Letters, 2023, 18(10): 104038. DOI: 10.1088/1748-9326/acfc58.

14. Qiao Zhi, Wang Nan, Chen Jiayue, He Tong, Xu Xinliang, Liu Luo, Sun Zongyao, Han Dongrui. Urbanization accelerates urban warming by changing wind speed: Evidence from China based on 2421 meteorological stations from 1978 to 2017[J]. Environmental Impact Assessment Review, 2023, 102: 107189. DOI: 10.1016/j.eiar.2023.107189.

15. 邹美靓, 刘洛, 王璐, 彭一平, 李建华, 杨颢, 王子锦. 广东省耕地资源承载力时空演变及其驱动机理研究[J]. 西南农业学报, 2023, 36(8): 1573-1583. DOI: 10.16213/j.cnki.scjas.2023.8.001.

2022

1. Qin Rui, Chen Genliang, Zhang Haibo, Liu Luo*, Long Shaoqiu. A Kalman Filter-Based Method for Reconstructing GMS-5 Land Surface Temperature Time Series[J]. Applied Sciences, 2022, 12(15): 7414. DOI: 10.3390/app12157414.

2. Xu Han, Xiao Xiangming, Qin Yuanwei, Qiao Zhi, Long Shaoqiu, Tang Xianzhe, Liu Luo*. Annual Maps of Built-Up Land in Guangdong from 1991 to 2020 Based on Landsat Images, Phenology, Deep Learning Algorithms, and Google Earth Engine[J]. Remote Sensing, 2022, 14(15): 3562. DOI: 10.3390/rs14153562.

3. Zhao Li, Liu Zhenhua, Hu Yueming, Zhou Wu, Peng Yiping, Ma Tao, Liu Luo, Li Shihua, Wang Liya, Mao Xiaoyun. Evaluation of Reasonable Stocking Rate Based on the Relative Contribution of Climate Change and Grazing Activities to the Productivity of Alpine Grasslands in Qinghai Province[J]. Remote Sensing, 2022, 14(6): 1455. DOI: 10.3390/rs14061455.

4. Zou Runyan, Zhang Yuting, Hu Yueming, Wang Lu, Xie Yingkai, Liu Luo, Yang Hao, Liao Jie. Spatial Variation and Influencing Factors of Trace Elements in Farmland in a Lateritic Red Soil Region of China[J]. Agronomy, 2022, 12(2): 478. DOI: 10.3390/agronomy12020478.

2021

1. Peng Yiping, Wang Lu, Zhao Li, Liu Zhenhua, Lin Chenjie, Hu Yueming, Liu Luo. Estimation of Soil Nutrient Content Using Hyperspectral Data[J]. Agriculture, 2021, 11(11): 1129. DOI: 10.3390/agriculture11111129.

2. Wang Rumi, Zou Runyan, Liu Jianmei, Liu Luo, Hu Yueming. Spatial Distribution of Soil Nutrients in Farmland in a Hilly Region of the Pearl River Delta in China Based on Geostatistics and the Inverse Distance Weighting Method[J]. Agriculture, 2021, 11(1): 50. DOI: 10.3390/agriculture11010050.

3. Zhao Miaomiao, Yang Jilin, Zhao Na, Liu Luo, Du Ling, Xiao Xiangming, Yue Tianxiang, Wilson John P.. Spatially explicit changes in forest biomass carbon of China over the past 4 decades: Coupling long-term inventory and remote sensing data[J]. Journal of Cleaner Production, 2021, 316: 128274. DOI: 10.1016/j.jclepro.2021.128274.

4. 渠悦, 马涛, 胡月明, 刘洛, 孙孝林. 从化区农田耕层土壤有效硅空间分布及影响因素[J]. 农业资源与环境学报, 2021, 38(6): 989-998. DOI: 10.13254/j.jare.2021.0545.

5. 邝珊, 胡月明, 刘振华, 杨颢, 刘洛, 谢英凯. 基于协同克里格的县域耕地质量监测点优化布设[J]. 农业资源与环境学报, 2021, 38(6): 1020-1028. DOI: 10.13254/j.jare.2021.0608.

2020

1. Liu Luo, Liu Jianmei, Liu Zhenjie, Xu Xuliang, Wang Binwu. Analysis on the Spatio-Temporal Characteristics of Urban Expansion and the Complex Driving Mechanism: Taking the Pearl River Delta Urban Agglomeration as a Case[J]. Complexity, 2020, 2020: 1-12. DOI: 10.1155/2020/8157143.

2. Chen Dechao, Xu Xinliang, Sun Zongyao, Liu Luo, Qiao Zhi, Huang Tai. Assessment of Urban Heat Risk in Mountain Environments: A Case Study of Chongqing Metropolitan Area, China[J]. SUSTAINABILITY, 2020, 12(1). DOI: 10.3390/su12010309.

3. Chen Dechao, Xu Xinliang, Jiang Huailong, Sun Zongyao, Luo Liu, Qiao Zhi. Contribution of Spatial Heterogeneity and Temporal-Spatial Change of Ecosystems to the Thermal Environment of Tourist Destinations: A Case Study of Sichuan-Chongqing Region, China[J]. ADVANCES IN METEOROLOGY, 2020, 2020. DOI: 10.1155/2020/6798958.

4. Liu Luo, Xiao Xiangming, Qin Yuanwei, Wang Jie, Xu Xinliang, Hu Yueming, Qiao Zhi. Mapping cropping intensity in China using time series Landsat and Sentinel-2 images and Google Earth Engine[J]. Remote Sensing of Environment, 2020, 239: 111624. DOI: 10.1016/j.rse.2019.111624.

5. Wang Jie, Xiao Xiangming, Liu Luo, Wu Xiaocui, Qin Yuanwei, Steiner Jean L., Dong Jinwei. Mapping sugarcane plantation dynamics in Guangxi, China, by time series Sentinel-1, Sentinel-2 and Landsat images[J]. Remote Sensing of Environment, 2020, 247: 111951. DOI: 10.1016/j.rse.2020.111951.

6. Qiao Zhi, Han Xiping, Wu Chen, Liu Luo, Xu Xinliang, Sun Zongyao, Sun Wei, Cao Qian, Li Linwan. Scale Effects of the Relationships between 3D Building Morphology and Urban Heat Island: A Case Study of Provincial Capital Cities of Mainland China[J]. COMPLEXITY, 2020, 2020. DOI: 10.1155/2020/9326793.

7. Liu Yilun, Liu Luo*, Zhu A-Xing, Lao Chunhua, Hu Guohua, Hu Yueming*. Scenario farmland protection zoning based on production potential: A case study in China[J]. Land Use Policy, 2020, 95: 104581. DOI: 10.1016/j.landusepol.2020.104581.

8. Liu Zhenhua, Xia Ziqing, Chen Feixiang, Hu Yueming, Wen Ya, Liu Jianbin, Liu Huiming, Liu Luo*. Soil Moisture Index Model for Retrieving Soil Moisture in Semiarid Regions of China[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13: 5929-5937. DOI: 10.1109/JSTARS.2020.3025596.

9. Ji Mengyi, Jiang Yuying, Han Xiping, Liu Luo, Xu Xinliang, Qiao Zhi, Sun Wei. Spatiotemporal Relationships between Air Quality and Multiple Meteorological Parameters in 221 Chinese Cities[J]. COMPLEXITY, 2020, 2020. DOI: 10.1155/2020/6829142.

10. Qiao Zhi, Liu Luo, Qin Yuanwei, Xu Xinliang, Wang Binwu, Liu Zhenjie. The Impact of Urban Renewal on Land Surface Temperature Changes: A Case Study in the Main City of Guangzhou, China[J]. Remote Sensing, 2020, 12(5): 794. DOI: 10.3390/rs12050794.

11. 熊曦柳, 胡月明, 文宁, 刘洛, 谢健文, 雷, 肖, 唐. 耕地遥感识别研究进展与展望[J]. 农业资源与环境学报, 2020, 37(06): 856-865.

12. 刘健美, 胡月明, 刘洛, 何桂林, 赵理, 何永贤, 熊曦柳. 基于大数据背景的高寒草地资源数据库建设与应用——以青海省为例[J]. 农业资源与环境学报, 2020, 37(06): 866-874.

2019

1. Qiao Zhi, Wu Chen, Zhao Dongqi, Xu Xinliang, Yang Jilin, Feng Li, Sun Zongyao, Liu Luo. Determining the Boundary and Probability of Surface Urban Heat Island Footprint Based on a Logistic Model[J]. REMOTE SENSING, 2019, 11(11). DOI: 10.3390/rs11111368.

2. Qiao Zhi, Wu Feng, Xu Xinliang, Yang Jin, Liu Luo. Mechanism of Spatiotemporal Air Quality Response to Meteorological Parameters: A National-Scale Analysis in China[J]. SUSTAINABILITY, 2019, 11(14). DOI: 10.3390/su11143957.

3. Liu Luo, Liu Zhenjie, Gong Jianzhou, Wang Lu, Hu Yueming. Quantifying the amount, heterogeneity, and pattern of farmland: Implications for China’s requisition-compensation balance of farmland policy[J]. Land Use Policy, 2019, 81: 256-266. DOI: 10.1016/j.landusepol.2018.10.008.

4. Qiao Zhi, Zhang Dianjun, Xu Xinliang, Liu Luo. Robustness of satellite-derived land surface parameters to urban land surface temperature[J]. International Journal of Remote Sensing, 2019, 40(5-6): 1858-1874. DOI: 10.1080/01431161.2018.1484962.

5. 张燊, 刘洛, 隆少秋, 何永贤, 胡月明. 基于MODIS的2003-2013年京津冀城市群热岛强度及变化影响研究[J]. 科技通报, 2019, 35(08): 86-97.

6. 孙姝艺, 刘洛, 胡月明. 基于空间数据挖掘的广东省“旱改水”优先区选择[J]. 江苏农业科学, 2019, 47(04): 216-222.

2018

1. Liao Jing, Hu Yueming, Zhang Hongliang, Liu Luo, Liu Zhenhua, Tan Zhengxi, Wang Guangxing. A Rice Mapping Method Based on Time-Series Landsat Data for the Extraction of Growth Period Characteristics[J]. Sustainability, 2018, 10(7): 2570. DOI: 10.3390/su10072570.

2. Liu Luo, Xu Xinliang, Hu Yueming, Liu Zhenjie, Qiao Zhi. Efficiency analysis of bioenergy potential on winter fallow fields: A case study of rape[J]. Science of The Total Environment, 2018, 628-629: 103-109. DOI: 10.1016/j.scitotenv.2018.02.016.

3. 刘振杰, 刘洛, 孙姝艺, 赵小娟, 胡月明. 分时序广东省土地利用变化的时空格局和驱动力分析[J]. 江苏农业科学, 2018, 46(18): 253-260.

4. 范亚南, 刘洛, 戴文举, 任向宁, 胡月明. 广东省新增水田潜力研究[J]. 江苏农业科学, 2018, 46(14): 265-270.

2017

1. Liu Yilun, Hu Yueming, Long Shaoqiu, Liu Luo, Liu Xiaoping. Analysis of the Effectiveness of Urban Land-Use-Change Models Based on the Measurement of Spatio-Temporal, Dynamic Urban Growth: A Cellular Automata Case Study[J]. Sustainability, 2017, 9(5): 796. DOI: 10.3390/su9050796.

2. Xu Xinliang, Wang Liang, Sun Daowei, Liu Luo, Banson. The Impact of Climate Change on Yield Potential of Maize across China[J]. International Journal of Plant Production, 2017, 11(1): 47-63.

3. Xu Xinliang, Wang Liang, Cai Hongyan, Wang Luyao, Liu Luo, Wang Hongzhi. The influences of spatiotemporal change of cultivated land on food crop production potential in China[J]. Food Security, 2017, 9(3): 485-495. DOI: 10.1007/s12571-017-0683-1.

4. Qiao Zhi, Xu Xinliang, Wu Feng, Luo Wen, Wang Fang, Liu Luo, Sun Zongyao. Urban ventilation network model: A case study of the core zone of capital function in Beijing metropolitan area[J]. Journal of Cleaner Production, 2017, 168: 526-535. DOI: 10.1016/j.jclepro.2017.09.006.

5. 戴文举, 刘振杰, 刘洛, 李建华, 王秋香. 近5年广东省耕地质量时空格局[J]. 江苏农业科学, 2017, 45(24): 289-293.

6. 赵小娟, 叶云, 周晋皓, 刘洛, 戴文举, 王秋香, 胡月明. 珠三角丘陵区耕地质量综合评价及指标权重敏感性分析[J]. 农业工程学报, 2017, 33(08): 226-235.

2016

1. Qiao Zhi, Xu Xinliang, Zhao Meiyan, Wang Fang, Liu Luo. The application of a binary division procedure to the classification of forest subcategories using MODIS time-series data during 2000–2010 in China[J]. International Journal of Remote Sensing, 2016, 37(10): 2433-2450. DOI: 10.1080/01431161.2016.1176269.

2015

1. Liu Luo, Xu Xinliang, Chen Xi. Assessing the impact of urban expansion on potential crop yield in China during 1990–2010[J]. Food Security, 2015, 7(1): 33-43. DOI: 10.1007/s12571-014-0411-z.

2. Liu Luo, Xu Xinliang, Liu Jiyuan, Chen Xi, Ning Jia. Impact of farmland changes on production potential in China during 1990–2010[J]. Journal of Geographical Sciences, 2015, 25(1): 19-34. DOI: 10.1007/s11442-015-1150-6.

3. 徐新良, 赵美燕, 刘洛, 郭腾蛟. 近30年东北亚南北样带气候变化时空特征分析[J]. 地理科学, 2015, 35(11): 1468-1474.

4. 葛亚宁, 刘洛, 徐新良, 张学霞, 袁兰兰, 张晓峰. 近50a气候变化背景下我国玉米生产潜力时空演变特征[J]. 自然资源学报, 2015, 30(05): 784-795.

2014

1. 刘洛, 徐新良, 刘纪远, 陈曦, 宁佳. 1990-2010年中国耕地变化对粮食生产潜力的影响[J]. 地理学报, 2014, 69(12): 1767-1778.

2. Liu Luo, Chen Xi, Xu Xinliang, Wang Yong, Li Shuang, Fu Ying. Changes in Production Potential in China in Response to Climate Change from 1960 to 2010[J]. Advances in Meteorology, 2014, 2014: 1-10. DOI: 10.1155/2014/640320.

3. Li Yuejiao, Yang Xiaohuan, Cai Hongyan, Xiao Linlin, Xu Xinliang, Liu Luo. Topographical Characteristics of Agricultural Potential Productivity during Cropland Transformation in China[J]. Sustainability, 2014, 7(1): 96-110. DOI: 10.3390/su7010096.

4. 张晓峰, 王宏志, 刘洛, 徐新良. 近50年来气候变化背景下中国大豆生产潜力时空演变特征[J]. 地理科学进展, 2014, 33(10): 1414-1423.

2013

1. Liu Luo, Xu Xinliang, Zhuang Dafang, Chen Xi, Li Shuang. Changes in the Potential Multiple Cropping System in Response to Climate Change in China from 1960–2010[J]. PLoS ONE, 2013, 8(12): e80990. DOI: 10.1371/journal.pone.0080990.

2. 欧阳益兰, 刘洛, 段建南. 中国适宜发展象草的边际土地资源分析与评价[J]. 经济研究导刊, 2013, (13): 256-258.

2012

1. 钟新科, 刘洛, 宋春桥, 徐新良, 游松财. 1981年至2010年中国东北地区春玉米气候潜力时空变化分析[J]. 资源科学, 2012, 34(11): 2164-2169.

2. 钟新科, 刘洛, 宋春桥, 游松财. 基于气候适宜度评价的湖南春玉米优播期分析[J]. 中国农业气象, 2012, 33(01): 78-85.

3. 钟新科, 刘洛, 徐新良, 游松财. 近30年中国玉米气候生产潜力时空变化特征[J]. 农业工程学报, 2012, 28(15): 94-101.

4. 郑凯迪, 徐新良, 张学霞, 刘洛. 上海市城市空间扩展时空特征与预测分析[J]. 地球信息科学学报, 2012, 14(04): 490-496.

2011

1. 郑凯迪, 徐新良, 刘洛. 基于GIS与Sleuth模型的上海市城市扩展模拟与预测[C]//发挥资源科技优势 保障西部创新发展——中国自然资源学会2011年学术年会论文集（下册）, 2011: 7.

刘洛, 徐新良, 段建南, 刘晓芳. 京津风沙源区生态环境时空变化的遥感监测分析[J]. 地球信息科学学报, 2011, 13(06): 819-824.

二、出版著作：
  胡月明, 刘洛. 耕地质量建设与管理. 北京：科学出版社.