兰州大学资源环境学院

姓名:马轩龙

职称: 研究员  博士生导师  硕士生导师 

性别:男

毕业院校:中国科学院大学 / 澳大利亚悉尼科技大学(联合培养)

学历:研究生

学位:理学博士

在职信息:在职

所在单位:遥感与地理信息系统研究所

入职时间:2019-11-11

办公地点:祁连堂223

电子邮箱:xlma@lzu.edu.cn

学习经历

实验室招收具有遥感、地理信息科学、计算机、生态学、数学、物理专业背景的博士、硕士研究生,并欢迎本科生主动联系科研训练、本科实习、毕业设计、校创国创、䇹政学者项目指导。

2009-2014,中国科学院大学,博士
2011-2012,University of Technology Sydney (Australia),访问学者
2006-2008,兰州大学,硕士
2002-2006,兰州大学,本科

研究方向

植被定量遥感、生态遥感监测、全球变化

开展植被定量遥感基础理论与方法研究,提高对全球植被动态遥感监测的准确度和可信度;发展综合卫星、无人机和近地面遥感的“星-空-地”一体化生态系统动态监测技术体系;研究气候变化和人类活动对生态环境的影响,特别关注生态系统对极端气候事件和人类活动干扰的响应。

工作经历

2019-至今,兰州大学资源环境学院,研究员(正高)、博导
2017-2019,德国马克斯·普朗克学会(相当于德国国家科学院)生物地球化学研究所,博士后
2015-2017,澳大利亚悉尼科技大学,博士后

访学经历:
2023年7月,悉尼科技大学,澳大利亚联邦科工组织(CSIRO),悉尼/阿德莱德,澳大利亚
2017年11月,德国综合生物多样性研究中心(iDiv),莱比锡,德国
2018年4月,德国亥姆霍兹环境研究中心(UFZ),莱比锡,德国
2016年10月,美国地质调查局(USGS)Southwest Biological Science Center,亚利桑那州Flag Staff市,美国

主讲课程

讲授课程 Teaching:
---------------
秋季学期,研究生课程,《生态遥感》,主讲教师
春季学期,研究生课程,《地理信息科学前沿进展》,主讲教师
春季学期,研究生课程,《专业文献阅读与写作》,主讲教师
春季学期,本科生课程,《职业生涯规划》,参与讲授


在读/在研/毕业学生 Group Members/Alumni(包括本科生、研究生):
* 学生在读期间发表成果均为我直接指导,SCI分区(一区、二区)按照中科院最新大类分区
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【年级/姓名】        【一作成果】                                       【毕业后去向】              【其它荣誉】
23本硕-李懿
23硕-陈慧丽
23硕-曹春艳
22硕-刘科迪                           
22硕-朱晓钰                                 
21硕-赵宇荷              1区SCI x 1                                                                                        国家奖学金、省级研究生“创新之星”、校级优秀研究生
20硕-张正阳              1区SCI x 1 (另1在审), 2区SCI x 1     北师大/遥感国重读博        省级研究生“创新之星”(优秀)、全国测绘科技学术论坛优秀论文奖、校级优秀毕业生
22本-张婷婷
19本-梁    钰              2区SCI x 1
19本-张欢欢        
18本-王敏钰              EI x1                                                     保送浙大                             优秀毕设
18本-罗    毅                                                                                                                         优秀毕设
18本-谢    麒                                                                            保送武大                             优秀毕设
18本-陈宇轩                                                                            考取兰大硕士
17本-丑永辉    


课题组学生动态 Student Activities:
---------------
- 2023
11月,硕士生曹春艳赴北京参加GeoSus地理学与可持续性国际学术研讨会并作展板报告,加油!
10月,硕士生赵宇荷获得研究生国家奖学金和校级优秀研究生称号,祝贺!
09月,硕士生赵宇荷在研究组的资助下,赴北京参加第三家可持续发展大数据国际论坛,并做英文展板报告,加油!
09月,组里迎来了2023级硕士研究生曹春艳与陈慧丽两名同学,欢迎!
08月,本科生梁钰及研究生张正阳在课题组的资助下赴深圳参加首届中国生态系统遥感大会并分别做展板报告和口头报告,加油!
05月,硕士生张正阳顺利通过毕业论文答辩,正阳同学将继续在北京师范大学/遥感科学国家重点实验室进行博士阶段的学习,祝贺!
05月,本科生张婷婷正式入组并开始遥感与地理信息方面的科研训练,欢迎!
05月,2023级已录取硕士生陈慧丽和曹春艳来访并入组交流,欢迎!
05月,硕士生张正阳荣获兰州大学2023年度“优秀毕业生”称号,祝贺!
05月,硕士生张正阳在课题组的资助下在兰州参加2023年全国博士生学术论坛(测绘科学与技术)上作口头报告并荣获“优秀论文奖”,祝贺!
05月,硕士生张正阳为第一作者的论文“Decoupling of rainfall and vegetation greening in arid Asian endorheic basins due to the irrigation intensification”以预印本的形式在AGU ESS Open Archive在线发表(论文投递到AGU Earth‘s Future在审状态),祝顺利!
04月,硕士生朱晓钰在课题组的资助下参加第七届全国生物气溶胶大会并在第一会场“生物气溶胶、耐药与传染病传播”代表研究组做题为”城市致敏花粉浓度预测研究的现状、机遇与挑战“的口头报告,加油!
04月,硕士生赵宇荷与刘科迪在课题组的资助下赴北京参加可持续发展大数据国际研究中心举办的项目进展交流会并作报告,加油!

- 2022
12月,硕士生张正阳为第一作者的论文“Recent advances in using Chinese Earth Observations satellites for remote sensing of vegetation”在ISPRS Journal of Photogrammetry and Remote Sensing正式发表,祝贺!
10月,硕士生赵宇荷获批主持甘肃省教育厅优秀研究生“创新之星”项目,这是本研究组第二位同学获批该项目荣誉,祝贺!
09月,组里迎来了本科分别毕业于河海大学与郑州大学的2022级硕士研究生朱晓钰与刘科迪二位同学,欢迎!
08月,本科生梁钰、硕士生张正阳为共同第一作者的论文“Trend in Satellite-Observed Vegetation Cover and Its Drivers in the Gannan Plateau, Upper Reaches of the Yellow River, from 2000 to 2020”在Remote Sensing正式发表,祝贺!
07月,硕士生赵宇荷为第一作者的论文“Evaluating the potential of H8/AHI geostationary observations for monitoring vegetation phenology over different ecosystem types in northern China”在International Journal of Applied Earth Observations and Geoinformation正式发表,祝贺!
06月,马轩龙老师指导的本科生罗毅和谢麒本科毕业论文获批“优秀”,祝贺!
05月,硕士生张正阳主持的甘肃省教育厅优秀研究生“创新之星”项目结题获评优秀,祝贺!
04月,硕士生张正阳在资源环境学院研究生学术年会作报告并获“优秀论文奖”,祝贺!

- 2021
12月,本科生王敏钰为第一作者的论文“植被物候参数遥感提取与验证方法研究进展”在《遥感学报》正式发表,祝贺!
06月,硕士生张正阳在课题组的资助下赴武汉参加全国定量遥感学术论坛并作展板报告,加油!
05月,硕士生张正阳主持申报的甘肃省教育厅优秀研究生“创新之星”项目获批立项,祝贺!
09月,组里迎来了本科毕业于山西太原理工大学、保送入学的2022级硕士研究生赵宇荷同学,欢迎!

- 2020
12月,硕士生张正阳在课题组的资助下赴珠海参加全国空间地球科学论坛并作口头报告,加油!
10月,硕士生张正阳在课题组的资助下赴苏州参加风云气象卫星用户大会并作口头报告,加油!
09月,组里迎来了第一名硕士研究生、来自山东科技大学的张正阳同学,欢迎!

学术兼职

2023-至今,中国遥感应用协会定量遥感专业委员会,委员
2022-至今,中国生态学学会生态遥感专业委员会,委员
2023-至今,Journal of Remote Sensing(AAAS出版,Science伙伴期刊),专刊编辑(Guest Editor)
2019-至今,Remote Sensing(中科院二区SCI期刊),编委(Editorial Board Member)
2020,         Remote Sensing(中科院二区SCI期刊),专刊编辑(Guest Editor)

受邀担任以下学术期刊审稿人(首字母顺序):
- Austral Ecology
- Agricultural & Forest Meteorology
- Climatic Change
- Environmental Modelling & Software
- Global Change Biology
- Geophysical Research Letters
- IEEE-Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- IEEE Transactions on Geosciences and Remote Sensing
- International Journal of Digital Earth
- ISPRS Journal of Photogrammetry and Remote Sensing
- Journal of Applied Remote Sensing
- Journal of Geophysical Research: Atmosphere
- Journal of Geophysical Research: Biogeosciences
- Journal of Hydrology
- Journal of Plant Ecology
- Journal of Remote Sensing (AAAS)
- Journal of Soil and Sediments
- Nature Communications
- Remote Sensing
- Remote Sensing of Environment
- Science Advances
- Science of the Total Environment
- 遥感学报
- 生态学报
- 兰州大学学报(自然科学版)
- 草业科学

研究成果

在植被物候参数提取、植被生产力和生物多样性估算等生态遥感关键技术上取得了突破,并以这些技术突破为基础,探索并发现了典型生态脆弱区环境变化的重要自然现象和规律。首次提出 “生态系统水文气候敏感性”的概念,并领导开发了在区域尺度上进行敏感性遥感评估的方法,发现半干旱脆弱生态系统对极端干旱等水文气候事件的敏感性远超其它生态系统。该发现表明半干旱脆弱区在未来气候变化趋势下的脆弱性将会进一步增加,且面临严重的生态系统突变和退化风险。这一重要发现对于我国西部地区(尤其是干旱、半干旱脆弱区占总面积达75%的甘肃省)在未来气候变化背景下的生态安全具有重要的科学意义和政策指导价值。该研究成果发表在国际地学领域权威期刊、美国地球物理学会主办的《地球物理研究期刊》上,并得到了国际学术界的高度重视:国际顶级科学期刊《自然》在该成果发表当月便发表一篇专文对该成果的科学价值进行了专门的评述; 受《地球物理研究期刊》主编、美国威斯康辛大学Ankur Desai教授推荐,被选为当期封面文章进行重点报导;受Desai教授推荐,美国地球物理学会主办的《地球与空间科学新闻》的“焦点研究”对该成果进行了专文评述;受《全球碳预算》首席科学家、英国东安格利亚大学Corinne Le Quéré教授推荐,被选为支持全球碳循环研究重要科学发现“气候变化会弱化陆地碳汇并通过反馈作用进一步加速气候变化”的关键论据之一。

获得荣誉

2022,本科毕业论文优秀指导教师,奖励单位:兰州大学
2022,期刊年度优秀审稿人,奖励单位:Journal of Remote Sensing(国际遥感杂志)
2021,GIS应用技能大赛优秀指导教师,奖励单位:兰州大学
2020,Kamide Lecture Award(青年科学家奖),奖励单位:Asia-Oceania Geosciences Society(AOGS,亚洲-大洋洲地球科学学会)
2016,优秀青年研究奖(Early Career Research Grant),奖励单位:澳大利亚悉尼科技大学,资助额度:2万2千澳元(折合人民币10万元)
2010,国家公派留学基金联合培养博士奖学金,奖励单位:国家留学基金委,资助额度:4万4千澳元(折合人民币22万元)
2009,中国科学院研究生奖学金,奖励单位:中国科学院,额度:人民币9万元
2006,国家公费研究生奖学金,奖励单位:中国教育部,额度:学费全免,生活补助,研究资助

在研项目

在研总经费合计:270万

13. 自然资源部国土卫星遥感重点实验室,开放课题,2023-2024,2万元,主持人
12. 可持续发展大数据国际研究中心,研究课题,“基于SDGSAT-1卫星数据的冰川提取”,2022-2023,8万元,主持人
11. 国家自然科学基金委员会(NSFC)与日本学术振兴会(JSPS),合作与交流项目,“基于中日两国新一代地球静止轨道卫星的植被初级生产力遥感”,2023-2024,20万元,主持人
10. 资源与环境信息系统国家重点实验室(中科院地理所),开放基金,“城市化与人类健康:融合遥感植被物候信息的城市花粉浓度预测研究”,2023-2024,8万元,主持人
9. 遥感科学国家重点实验室(中科院空天院),开放基金,“面向多星协同应用的植被指数角度归一化精度评估”,2023-2024,6万元,主持人;
8. 地理信息科学教育部重点实验室(华东师范大学),开放基金,“面向黄河流域生态保护与高质量发展的黄河上游生态系统类型遥感智能解译技术研究”,2022-2024,5万元,主持人
7. 可持续发展大数据国际研究中心,主任基金,“基于SDG大数据平台的SDG15.1.2生物多样性监测与决策支持系统开发研究”, 2022-2023, 20万,主持人
6. 国家自然科学基金委,面上项目,“植被遥感监测中太阳角度效应的研究与校正”,2022-2025,57万,主持人
5. 甘肃省自然科学基金,面上项目,“基于长时序遥感数据的甘南黄河上游植被变化趋势研究”,2021-2023,6万,主持人
4. 甘肃省生态环境厅,合作项目,“2015-2020年甘肃省生态变化遥感监测”, 2020-2021,19万,项目骨干;
3. 中国科学院,“地球大数据科学工程”A类战略先导科技专项,“2021年度《地球大数据支撑可持续发展目标报告》”,2021,8万,课题负责人
2. 兰州大学,中央高校学科交叉创新团队建设项目, “黄河流域生态变化遥感监测”,2021-2023,30万,主持人
1. 兰州大学,引进人才科研启动经费, “植被与生态遥感”,2019-2024,100万,主持人

发表论文

第一作者如标注++表示为我指导的研究生, +为我指导的/本科生,*为通讯作者;分区表示论文发表当年期刊中科院大类分区。
发表文章统计:总数60篇(其中SCI论文52篇)。文章总被引次数:2006,  H-index 24

- 2023
[60] Liu, H., Liu, J., Yin, Y., Walther, S., Ma, X., Zhang, Z., Chen, Y. (2023) Improved vegetation photosyn- thetic phenology monitoring in the Northern Hemisphere using total canopy solar-induced chlorophyll fluorescence derived from TROPOMI. Journal of Geophysical Research: Biogeosciences, 128(6), e2022JG007369. (中科院二区top)
[59] Gao, S., Zhong, R., Yan, K., Ma, X., Chen, X., Pu, J., Gao, S., Qi, J., Yin, G., Myneni, R.B. (2023) Evaluating the saturation effect of vegetation indices in forests using 3D radiative transfer simulations and satellite observations. Remote Sensing of Environment, 295, 113665. (中科院一区top)
[58] Pacheco-Labrador, J., de Bello, F., Migliavacca, M., Ma, X., Carvalhais, N., Wirth, C. (2023) A generalizable normalization for assessing plant functional diversity metrics across scales from remote sensing. Methods in Ecology and Ecology, 2023. (中科院一区top)
[57] Wang, J., Song, G., Liddell, M., Morellato, P., Lee, C.K.F., Yang, D., Alberton, B., Detto, M., Ma, X., Zhao, Y., Yeung, H., Zhang, H., Ng, M., Nelson, B.W., Huete, A., Wu, J. (2023) An ecologically-constrained deep learning model for tropical leaf phenology monitoring using PlanetScope satellites. Remote Sensing of Environment, 286, 113429. (中科院一区Top) 
[56] Xie, Q., Moore, C.E., Cleverly, J., Hall, C.C., Ding Y., Ma, X., Leigh, A., Huete, A. (2023) Land surface phenology indicators retrieved across diverse ecosystems using a modified threshold algorithm. Ecological Indicators 147, 110000.  (中科院二区)
[55] Zhang, Z.++, Lu, L., Zhao, Y., Wang, Y., Wei, D., Ma, X.* (2023) Recent advances in using Chinese Earth observation satellites for remote sensing of vegetation. ISPRS Journal of Photogrammetry and Remote Sensing. 195, 393–407. (中科院一区Top)

- 2022
[54] Cao, Y., Xie, Z.*, Woodgate, W., Ma, X., Cleverly, J., Pang, Y., Qin, F., Huete, A. (2022) Ecohydrological decoupling of water storage and vegetation attributed to China’s large-scale ecological restoration programs. Journal of Hydrology, 615, 128651.
[53] Ma, X.*, Zhu, X., Xie, Q., Jin, J., Zhou, Y., Luo, Y., Liu, Y., Tian, J., Zhao, Y. (2022) Monitoring nature's calendar from space: emerging topics in land surface phenology and associated opportunities for science applications. Global Change Biology, DOI: 10.1111/gcb.16436  (中科院一区Top)
[52] Jin, J.*, Yan, T., Wang, H., Ma, X., He, M., Wang, Y., Wang, W., Guo, F., Cai, Y., Zhu, Q., Wu., J. (2022) Improved modeling of canopy transpiration for temperate forests by incorporating a LAI-based dynamic parametrization scheme of stomatal slope. Agricultural and Forest Meteorology, 326, 109157. (中科院一区Top)
[51] Zou, S., Qian, J.*, Xu, B., Tu, Z., Zhang, W., Ma, X., Liang, Y. (2022) Spatiotemporal changes of ecosystem health and their driving mechanisms in alpine regions on the northeastern Tibetan Plateau. Ecological Indicators, 143, 109396. (中科院二区)
[50] Liang, Y.+, Zhang, Z., Lu, L., Cui, X., Qian, J., Zou, S., Ma, X.* (2022) Trend in satellite-observed vegetation cover and its drivers in the Gannan Plateau, upper reachers of the Yellow River, from 2000 to 2020. Remote Sensing, 14(16), 3849. (中科院二区Top)
[49] Zhao, Y.++, Wang, M., Zhao, T., Luo, Y., Li, Y., Yan, K., Tran, N.N., Wu, X., Ma, X.* (2022) Evaluating the potential of H8/AHI geostationary observations for monitoring vegetation phenology over different ecosystem types in northern China. International Journal of Applied Earth Observation and Geoinformation. 112, 102933. (中科院一区Top)
[48] Huang, W., Li, W., Xu, J., Ma, X., Li, C., Liu, C. (2022) Hyperspectral monitoring driven by machine learning methods for grassland above-ground biomass. Remote Sensing, 14(9), 2086. (中科院二区Top)
[47] Liu, Y., Zhou, W., Gao, S., Ma, X., Yan, K. (2022) Phenological responses to snow seasonality in the Qilian Mountains is a function of both elevation and vegetation types. Remote Sensing, 14(15), 3629. (中科院二区Top)
[46] Pacheco-Labrador, J., Migliavacca, M., Ma, X., Mahecha, M., Carvalhais, N., Weber, U., Raquel B., Bouriaud, O., Barnoaiea, I., Coomes, D.A., Bohn, F.J., Kraemer, G., Heiden, U., Huth, A., Wirth, C. (2022) Challenging the link between functional and spectral diversity with radiative transfer modeling and data. Remote Sensing of Environment, 280, 113170. (中科院一区Top,遥感专业国际Top-1期刊)
[45] Leng, S., Huete, A., Cleverly, J., Lu, X., Ma, X., Gao, S., Yu, Q. (2022) Response of dryland vegetation under extreme wet events with satellite measures of greenness and fluorescence. Science of the Total Environment, 842, 156860. (中科院一区Top)
[44] Luo, Y., Pacheco-Labrador, J., Richardson, A.D., Seyednasrollah, B., Perez-Priego, O., Gonzalez-Cascon, R., Pilar Martin, M., Moreno, G., Nair, R., Wutzler, T., Bucher, S.F., Cararra, A., Cremonese, E., El-Madany, T.S.,  Fillipa, G., Galvagno, M., Hammer, T., Ma, X., Martini, D., Zhang, Q., Reichstein, M., Menzel, A., Römermann, C., Migliavacca, M. (2022) Evergreen broadleaf greenness and its relationship with leaf flushing, aging, and water fluxes. Agriculture and Forest Meteorology. 323, 109060. (中科院一区Top)
[43] Zhang, Z.++, Lu, L., Zhao, Y., Wang, Y., Ma, X. * (通讯作者) (2022) Recent advances in using Chinese Earth observation satellites for remote sensing of vegetation. ESSOAr. DOI: 10.1002/essoar.10510984.1.
[42] Beringer, J., Moore, C.E., Cleverly, J., Campbell, D.I., Cleugh, H., De Kauwe, M.G., Kirschbaum, M.U., Griebel, A., Grover, S., Huete, A., Hutley, L.B., Laubach, J., Van Niel, T., Arndt, S.K., Bennett, A.C., Cernusak, L.A., Eamus, D., Ewenz, C.M., Goodrich, J.P., Jiang, M., Hinko-Najera, N., Issac, P., Hobeich, S., Knauer, J., Koerber, G.R., Liddell, M., Ma, X., Macfarlane, C., McHugh, I.D., Medlyn, B.E., Meyer, W.S., Norton, A.J., Owens, J., Pitman, A., Pendall, E., Prober, S.M., Ray, R.L., Restrepo-Coupe, N., Rifai, S.W., Rowlings, D., Schipper, L., Silberstein, R.P., Teckentrup, L., Thompson, S.E., Ukkola, A.M., Wall, A., Wang, Y-P., Wardlay, T.J., Woodgate, W. (2022) Bridge to the future: Important lessons from 20 years of ecosystem observations made by the OzFlux network. Global Change Biology, 00:1-26. (中科院一区Top)
[41] Xie, Q.*, Cleverly, J., Moore, C.E., Ding, Y.*, Hall, C.C., Ma, X., Brown, L.A., Wang, C., Beringer, J., Prober, S.M., Macfarlane, C., Meyer, W.S., Yin, G., Huete, A.* (2022) Land Surface phenology retrievals for arid and semi-arid ecosystems. ISPRS Journal of Photogrammetry and Remote Sensing. 185, 129-145.  (中科院一区Top)

- 2021 - 
[40] Pacheco-Labrador, J.*, Weber, U., Ma, X., Mahecha, M.D., Carvalhais, N., Wirth, C., Huth, A., Bohn, F.J., Kraemer, G., Heiden, U., FDEMembers, Migliavacca, M. (2021) Evaluating the potential of DESIS to infer plant taxonomical and functional diversities in European forests. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science, XLVI-1/W1-2021, 49-55. (国际会议论文)
[39] 王敏钰+, 罗毅, 张正阳, 谢巧云, 吴小丹, 马轩龙*. (2021) 植被物候参数遥感提取与验证方法研究进展. 遥感学报, DOI:10.11834/jrs.20211601   (EI / 核心期刊)
[38] Migliavacca, M., Musavi, T., Mahecha, M.D., Nelson, J.A., Knauer, J., Baldocchi, D.D., ....., Ma, X., .... Zaehle, S., Reichstein, M. (2021) The three major axes of terrestrial ecosystem function. Nature, 598, 468-472.  (国际顶级期刊)
[37] Wang H., Liu, H., Huang, N., Bi, J., Ma, X., Ma, Z., Shangguan, Z., Zhao, H., Feng, Q., Liang, T., Cao, G., Schimid, B., He, J-S. (2021) Satellite-derived NDVI underestimates the advancement of alpine vegetation growth over the past three decades. Ecology, e03518. (中科院一区Top)
[36] Ma, X., Tran, N.N., Leng, S., Xie, Q., Huete, A. (2021) Monitoring savanna vegetation phenology using Advanced Himawari Imager. 2021 International Geoscience and Remote Sensing Symposium (IGARSS), 1579-1599. (国际会议论文)
[35] Li, W., Liu, C., Su, W., Ma, X., Zhou, H., Wang, W., Zhu, G. (2021) Spatiotemporal evaluation of alpine pastoral ecosystem health by using the Basic-Pressure-State-Response Framework: A case study of the Gannan region, northwest China. Ecological Indicators, 129, 10800. (中科院二区)
[34] Ma, D., Wu, X., Ma, X., Wang, J., Lin, X., Mu, C. (2021) Spatial, phenological, and inter-annual variations of gross primary productivity in the Arctic from 2001 to 2019. Remote Sensing, 13, 2875. (中科院二区Top)

- 2020 - 
[33] Zhuang, W., Shi, H., Ma, X., Cleverly, J., Beringer, J., Zhang, Y., He, J., Eamus, D., Yu, Q. (2020) Improving estimation of seasonal evapotranspiration in Australian tropical savannas using a Flexible Drought Index. Agricultural and Forest Meteorology, 295, 108203. (中科院一区Top)
[32] Liu, J., Ma, X., Duan, Z., Jiang, J., Reichstein, M., Jung, M. (2020) Impact of temporal precipitation variability on ecosystem productivity. Wiley Interdisciplinary Reviews: Water. (中科院一区Top)
[31] Shi, Y., Jing, N., Ma, X., Wu, B., He, Q., Yue, C., Yu, Q.* (2020) Attribution of climate and human activities to vegetation change in China using machine learning techniques. Agricultural and Forest Meteorology, 294, 108146. (中科院一区Top)
[30] Luo, Y.*, El-Madany, T., Ma, X., Nair, R., Jung, M., Weber, U., Filippa, G., Bucher, S.F., Moreno, G., Cremonese, E., Carrara, A., Gonzalez-Cascon, R., Escudero, Y.C., Galvagno, M., Pacheco-Labrador, J., Martin, M.P., Perez-Priego, O., Reichstein, M., Richardson, A.D., Menzel, A., Römermann, C., Migliavacca.* (2020) Nutrients and water availability constrain the seasonality of vegetation activity in a Mediterranean ecosystem. Global Change Biology. doi:10.1111/gcb.15138 (中科院一区)
[29] Tran, N.N., Huete, A., Nguyen, H., Grant, I., Miura, T., Ma, X., Lyapustin, A., Wang, Y., Ebert, E. (2020) Seasonal comparisons of Himawari-8 AHI and MODIS vegetation indices over latitudinal Australian grassland sites. Remote Sensing, 12, 2494.  (中科院二区Top)
[28] Ma, X.*, Huete, A., Moore, C.E., Cleverly, J., Hutley, L.B., Beringer, J., Leng, S., Xie, Z., Yu, Q., Eamus, D. (2020) Spatiotemporal partitioning of savanna plant functional type productivity along NATT. Remote Sensing of Environment, 246, 111855.  (中科院一区,遥感专业国际TOP-1期刊)
[27] Ma, X.*, Huete, A., Tran, N.N., Bi, J., Gao, S., Zeng, Y. (2020) Sun-angle effects on remote sensing phenology observed and modelled using Himawari-8. Remote Sensing, 12(8), 1339.  (中科院二区Top)
[26] Ma, X.*, Migliavacca, M., Wirth, C., Bohn, F.J., Huth, A., Richter, R., Mahecha, M.D. (2020) Monitoring plant functional diversity using the reflectance and echo from space. Remote Sensing, 12(8), 1248. (中科院二区Top)
[25] Shen, J.*, Huete, A., Ma, X., Tran, N., Joiner, J., Beringer, J., Eamus, D., Yu, Q. The spatial pattern and temporal dynamics of photosynthesis activity across Australian rainfed croplands. (2019) Ecological Indicators, 108, 105669.(中科院二区)

- 2019 - 
[24] Ma, X.*, Mahecha, M.D., Migliavacca, M., van der Plas, F., Benavides, R., Ratcliffe, S., Kattge, J., Richter, R., Musavi, T., Baeten, L., Barnoaiea, I., Bohn, F., Bouriaud, O., Bussotti, F., Coppi, A., Domisch, T., Huth, A., Jaroszewicz, B., Joswig, J., Pabon-Moreno, D.E., Papale, D., Selvi, F., Vaglio Laurin, G., Valladares, F., Reichstein, M., Wirth, C. (2019) Inferring plant functional diversity from space: the potentials of Sentinel-2. Remote Sensing of Environment, 233, 111368. (中科院一区,遥感专业国际TOP-1期刊)
[23] Ma, X.*, Huete, A., Tran, N. (2019) Interactions of seasonal sun-angle and savanna phenology observed and modelled using MODIS. Remote Sensing, 􏲚11(12), 1398. (二区Top)
[22] Jin, J.*, Ma, X., Chen, H., Wang, H., Kang, X., Wang, X., Wang, Y., Yong, B., Guo, F. (2019). Grassland production in response to changes in biological metrics over Tibetan Plateau. Science of the Total Environment, 666, 641-651. (中科院一区)

- 2018 -
[21] Luo, Y., El-Madany, T., Filippa, G., Ma, X., Ahrens, B., Carrara, A., Gonzalez-Cascon, R., Cremonese, E., Galvagno, M., Hammer, T., Pacheco-Labrador, J., Martin, P., Moreno, G., Perez- Priego, O., Reichstein, M., Richardson, A., Romermann, C., Migliavacca, M.* (2018). Using near- infrared-enabled digital repeat photography to track structural and physiological phenology in Mediterranean tree-grass ecosystems. Remote Sensing, 10, 1293. (中科院二区Top)
[20] Sippel, S.*, Reichstein, M.*, Ma, X., Mahecha, M., Lange, H., Flach, M., Frank, D. (2018). Drought, heat, and the carbon cycle: a review. Current Climate Change Reports, 4(3), 266-286. (中科院一区Top)
[19] Shen, J., Huete, A., Tran, N., Devadas, R., Ma, X., Eamus, D., Yu, Q.* (2018). Diverse sensitivity of winter crops over the growing season to climate and land surface temperature across the rainfed cropland-belt of eastern Australia. Agriculture, Ecosystems, & Environment, 254, 99-110. (中科院一区Top)
[18] Zhang, X., Wang, N.*, Xie, Z., Ma, X., Huete, A. (2018). Water loss due to increasing planted vegetation over the Badain Jaran Desert, China. Remote Sensing, 10(1), 134. (中科院二区Top)

- 2017 -
[17] Maeda, E.*, Ma, X., Wagner, F., Kim, H., Oki, T., Eamus, D., Huete, A. (2017). Evapotranspi- ration seasonality across the Amazon basin. Earth System Dynamics, 8, 439-454. (中科院二区)

- 2016 - 
[16] Ma, X.*, Huete, A., Cleverly, J., Eamus, D., Chevallier, F., Joiner, J., Poulter, B., Zhang, Y., Guanter, L., Meyer, W., Xie, Z., Ponce-Campos, G. (2016). Drought rapidly disseminates the 2011 large carbon uptake in semi-arid Australia. Scientific Reports, 6. (中科院三区)
[15] Xie, Z., Huete, A.*, Ma, X., Restrepo-Coupe, N., Devadas, R., Clark, K., Lewis, M. (2016). Landsat and GRACE observations of arid wetland dynamics in a dryland river system under multi-decadal hydroclimatic extremes. Journal of Hydrology, 543B, 818-831. (中科院一区Top)
[14] Eamus, D., Huete, A., Cleverly, J., Nolan, R., Ma, X., Tarin, T., Santini, N. (2016). Mulga, a major tropical dry open forest of Australia: recent insights to carbon and water fluxes. Environmental Research Letters, 11, 125011. (中科院二区)
[13] Xie, Z., Huete, A.*, Restrepo-Coupe, N., Ma, X., Devadas, R., Graziella, C. (2016). Spatial partitioning and temporal evolution of Australia’s total water storage under extreme hydroclimatic impacts. Remote Sensing of Environment. 183, 43-52. (中科院一区,遥感专业国际TOP-1期刊)
[12] Cleverly, J.*, Eamus, D., Luo, Q., Restrepo-Coupe, N., Kljun, N., Ma, X., Ewenz, C., Li, L., Yu, Q., Huete, A. (2016). The importance of interacting climate modes on global carbon cycle extremes. Scientific Reports, 6, 23113. (中科院三区)

- 2015 -
[11] Ma, X.*, Huete, A., Moran, M.S., Ponce-Campos, G., Eamus, D. (2015). Abrupt shifts in phenol- ogy and vegetation productivity under climate extremes. Journal of Geophysical Research: Biogeosciences, 120(10), 2036-2052. (中科院二区,被选为当期封面文章并被Nature发专文报道)
[10] Broich, M.*, Huete, A., Paget, M., Ma, X., Tulbure, M., Restrepo-Coupe, N., Evans, B., Beringer, J., Devadas, R., Davies, K., Held, A. (2015). A spatially explicit land surface phenology data product for science, monitoring and natural resources management applications. Environmental Modelling & Software, 64, 191-204. (中科院二区)

- 2014 -
[9] Ma, X., Huete, A.*, Yu, Q., Restrepo-Coupe, N., Beringer, J., Hutley, L. B., Kanniah, K. D., Cleverly, J., Eamus, D. (2014). Parameterization of an ecosystem light-use-efficiency model for predicting savanna GPP using MODIS EVI. Remote Sensing of Environment, 154, 253-271. (中科院一区,遥感专业国际TOP-1期刊);
[8] Broich, M., Huete, A.*, Tulbure, M. G., Ma, X., Xin, Q., Paget, M., Restrepo-Coupe, N., Davies, K., Devadas, R., Held, A. (2014). Land surface phenological response to decadal climate variability across Australia using satellite remote sensing. Biogeosciences, 11, 5181-5198. (中科院二区)

- 2013 - 
[7] Ma, X., Huete, A.*, Yu, Q., Restrepo-Coupe, N., Davies, K., Broich, M., Ratana, P., Beringer, J., Hutley, L. B., Cleverly, J., Boulain, N., Eamus, D. (2013). Spatial patterns and temporal dynamics in savanna vegetation phenology across the North Australian Tropical Transect. Remote Sensing of Environment, 139, 97-115. (中科院一区,遥感专业国际TOP-1期刊)

- 2012 - 
[6] 李文娟, 九次力, 谭忠厚, 马轩龙,陈全功*. (2012) 青海省草地生产力及草畜平衡状况研究. 资源科学, 34(2), 367-372. (中文核心)

-2009-
[5] 李文娟, 马轩龙, 陈全功*. (2009) 青海省海东、海北地区草地资源产量与草畜平衡现状研究. 草业学报, 18(5), 270-276. (中文核心)
[4] 谭忠厚, 马轩龙, 陈全功*. (2009) 基于 “3S” 技术与地面调查相结合的草原监测——以青海省黄南和海南地区为例. 草业科学, 26(11), 25-31. (中文核心)
[3] 马轩龙, 李文娟, 陈全功*. (2009) 基于GIS与草原综合顺序分类法对甘肃省草地类型的划分初探. 草业科学, 26(5), 7-13.(中文核心)

-2008-
[2] 马轩龙, 李春娥, 陈全功*. (2008) 基于GIS的气象要素空间插值方法研究. 草业科学, 25(11), 13-19.(中文核心)
[1] 李春娥, 马轩龙, 严建武, 陈全功*. (2008) 网络版《中国草业开发与生态建设》数据库的更新. 草业学报, 17(1), 100-106.(中文核心)

出版著作

- 2022-
[参编专著] Big Earth Data in Support of the Sustainable Development Goals (2021) - The Belt and Road. 科学出版社,北京. 
[主编论文集] Ma, X., Jin, J., Zhu, X., Zhou, Y., Xie, Q. (2022) Remote Sensing of Land Surface Phenology. MDPI, Basel, Switzerland. 

- 2015 -
[图书章节] Huete, A., Ponce-Campos, G., Zhang, Y., Restrepo-Coupe, N., Ma, X., Moran, M. S. (2015). Monitoring photosynthesis from space. Vol. II. Land Resources: Monitoring, Modelling, and Mapping, in Remote Sensing Handbook edited by Prasad S. Thenkabail., Taylor and Francis. 3-22. 

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