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Европейская академия
естественных наук
Hannover E.V. |
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Yue TianXiang
Current
appointments
- Professor,
Head of Department for Eco-Environmental Informatics, Institute of
Geographical Sciences and Natural Resources Research, Chinese
Academy of Sciences
- Professor,
Chair of Eco-Environmental Informatics,
University of Chinese Academy of Sciences
- Director of
Professional Committee of Eco-Environmental Models, Chinese Society
for Environmental Sciences
- Director of
Professional Committee of Ecological Models, Ecological Society of
China
Education
- From
September 1989 to July 1992, studied for Doctoral degree in Research Center For Eco-Environmental
Sciences, Chinese Academy of Sciences
- From
September 1986 to July 1989, studied for Master’s degree in Department of Geography, Lanzhou
University
- From
September 1980 to July 1984, studied for Bachelor degree in Department of Mathematics, Shaanxi
Normal University
Professional
experience
TianXiang
Yue, as a professor, is working at Institute of Geographical Sciences
and Natural Resources Research (IGSNRR), Chinese Academy of Sciences.
He is Department Director for Eco-Environmental Informatics of
IGSNRR, Chair of Eco-Environmental Informatics at University of
Chinese Academy of Sciences, Professional Committee Director of
Eco-Environmental Models of the Chinese Society for Environmental
Sciences, Professional Committee Director of Ecological Models of the
Ecological Society of China, and Professional Group Director of
Geographical Computation and System Simulation of the Geographical
Society of China.
Since
2000, he has innovatively developed the high accuracy and speed
method (HASM) for surface modelling and HASM quantum machine learning
algorithms to give solutions to error, multi-resolution, and
slow-computational-speed problems which long troubled surface
modelling. The surface here means a raster expression of a region or
one of its eco-environmental properties. HASM has been successfully
applied to simulating surfaces of elevation, soil properties, nature
(including biodiversity and ecosystems), ecosystem services
(including food provision and carbon stocks), and drivers of changes
(including carbon dioxide concentrations, climate change, land
use/cover change, and population distribution) as well as COVID-19
transmission dynamics. In all these applications, HASM produced more
accurate results than the classical methods.
Since
2016, he tried to upgrade HASM from a methodological level to a
philosophical level. A Fundamental Theorem for Earth’s Surface
System Modelling (FTESM) was created by summarizing theoretical
development of HASM and its applications. From FTESM, seven
corollaries were deduced, corresponding to spatial interpolation,
spatial upscaling, spatial downscaling, data fusion and model-data
assimilation respectively. In 2020, a fundamental theorem for
eco-environmental surface modelling (FTEEM) was proposed after FTESM.
Since
2022, he has been trying to develop a universal platform for hybrid
classical-quantum computing. A reinforcement machine learning method
of HASM was transformed into a large sparse linear system, in which
the vectors of the linear system were replaced by quantum states, and
combined with the Harrow-Hassidim-Lloyd (HHL) quantum algorithm to
support quantum machine learning. HASM-HHL quantum computing approach
has a similar accuracy to classical HASM and can realize exponential
acceleration over the classical algorithms.
He
has published more than 300 papers and 10 books, and patented 10
inventions. He handled China’s national standard for Earth’s
surface carbon verification. All the achievements have been combined
into a textbook, Eco-Environmental Informatics. This textbook has
been used for education of both international and Chinese graduate
students.
National
- Since
January 2000, as
a leading professor, has been working at State Key Laboratory of
Resources and Environment Information System, Institute of
Geographical Sciences and Natural Resources Research, Chinese
Academy of Sciences.
- Since
September 2002, as
a professor, has been working at University of Chinese Academy of
Sciences
- Since
October 2020, Director
of Professional Committee of Eco-Environmental Models, Chinese
Society for Environmental Sciences
- Since
November 2020, Director
of Professional Committee of Ecological Models, Ecological Society
of China
- From
1992 to 1995, as
a research assistant, worked in
Chinese Academy of Science and Technology for Development and
coordinated the activities concerned with transnational development
projects. He paid attention to modeling major issues in the regional
development.
- From
1984 to 1986, as an assistant, worked at
Mathematical Department of LongDong University in China.
International
- From
May 1995 to May 1998, as a
postdoctoral scientist, worked at The Helmholtz Centre for
Environmental Research of Germany. The research topic was modeling
major issues in the strategic management system of land such as
biological diversity, land productivity, land carrying capacity,
ecosystem stability, landscape pattern and holistic characteristics
of land.
- Since 2001, contact person of Western
China Ecosystem Assessment
(http://www.maweb.org/en/SGA.WesternChina.aspx), Millennium
Ecosystem Assessment (MA).
- From
September to December 2006, a
senior Professor at Swiss Federal Institute of Technology as a
winner of Sino-Swiss Research Fellowship Program 2006.
- From
June 2001 to March 2005, as a leading
author, worked for Millennium Ecosystem Assessment.
- From February 2014 to August
2016, as a leading author, worked for
IPBES Methodological Assessment Report on Scenarios and Models of
Biodiversity and Ecosystem Services (IPBES: The Intergovernmental
Science-Policy Platform on Biodiversity and Ecosystem Services).
- From August 2016 to May 2019, as a leading author, worked for IPBES
Global Assessment Report on Biodiversity and Ecosystem Services.
Major
Research Projects
- Major project funded by National Natural Science
Foundation of China, “Surface models for coupling human and
natural systems”, PI (Grant No. 42330707, January 2024 -December
2028), 2.32 million RMB.
- Major
project funded by National Natural Science Foundation of China, “A
proof of HASM's ability for global prediction and high accuracy
surface modelling of Earth’s surface component dynamics”, PI
(Grant No. 41930647, January 2020 -December 2024), 2.98 million RMB.
- Project of Sino-German Cooperation Group funded by Das
Chinesisch-Deutsche Zentrum für Wissenschaftsförderung, “A
modelling platform prototype for environmental system dynamics”,
PI (Grant No. GZ1167, July 2015 – June 2018), 3 million RMB.
- Major
project funded by National Natural Science Foundation of China,
“Spatial interpolation and dynamic simulation of vegetation and
its environmental factors in upper reaches of Heihe River basin”,
PI (Grant No. 91325204, January 2014 – December 2017), 2.6 million
RMB.
- The
National Science Foundation for Distinguished Youth,
“Eco-Environmental models and System Simulation”, PI (Grant No.
40825003, January 2009 - December 2012), 2 million RMB.
Selected
Papers
in English
- TianXiang Yue,
ChenChen Wu, Yi Liu, ZhengPing Du, Na Zhao, YiMeng Jiao, ZheXu,
WenJiao Shi. 2023. HASM quantum machine learning. Science
China-Earth Sciences 66(9), 1937 - 1945.
- TianXiang
Yue, Yi Liu,
ZhengPing Du, John Wilson, DongYi Zhao, Yu Wang, Na Zhao, WenJiao
Shi, ZeMeng Fan, XiaoMin Zhao, Qing Zhang, HongSheng Huang, QingYuan
Wu, Wei Zhou, YiMen Jiao, Zhe Xu, SaiBo Li, Yang Yang, BoJie Fu.
2022. Quantum machine learning of eco-environmental surfaces.
Science Bulletin 67, 1031-1033.
- TianXiang
Yue, Bin Fan,
YaPeng Zhao, John Wilson, Qing Wang, XiaoZhe Yin, XiaoNan Duan,
ZhenPing Du, Na Zhao, ZeMeng Fan, Hui Lin, ChengHu Zhou. 2021.
Dynamics of the COVID-19 basic reproduction numbers in different
countries. Science Bulletin 66: 229–232.
- TianXiang
Yue, ZeMeng
Fan, Bin Fan, ZhengPing Du, John P. Wilson, XiaoZhe Yin, Na Zhao,
YingAn Wang, ChengHu Zhou. 2020. A new approach to modelling the
fade-out threshold of Coronavirus disease. Science Bulletin 65:
1225–1227.
- TianXiang Yue,
Na Zhao, Yu Liu, YiFu Wang, Bin Zhang, ZhengPing Du, ZeMeng Fan,
WenJiao Shi, ChuanFa Chen, MingWei Zhao, DunJiang Song, YinJun Song,
ChangQing Yan, QiQuan Li, XiaoFang Sun, LiLi Zhang, YongZhong Tian,
Wei Wang, YingAn Wang, ShengNan Ma, HongSheng Huang, YiMin Lu, Qing
Wang, ChenLiang Wang, YuZhu Wang, Ming Lu, Wei Zhou, Yi Liu, XiaoZhe
Yin, Zong Wang, ZhengYi Bao, MiaoMiao Zhao, YaPeng Zhao, YiMeng
Jiao, Ufra Naseer, Bin Fan, SaiBo Li, Yang Yang, John P. Wilson.
2020. A fundamental theorem for eco-environmental surface modelling
and its applications. Science China-Earth Sciences 63(8):
1092-1112.
- TianXiang Yue,
Na Zhao, ZeMeng Fan, Jing Li, ChuanFa Chen, YiMin Lu, ChenLiang
Wang, Jing Gao, Bing Xu, John Wilson. 2019. Methods for simulating
climate scenarios with improved spatiotemporal specificity and less
uncertainty. Global and Planetary Change 181 (Article 102973): 1-18.
- TianXiang
Yue,
YiFu Wang, ZhenPing Du, MingWei Zhao, LiLi Zhang, Na Zhao, Ming Lou,
Guy R. Larocqued, John Wilson. 2016. Analyzing the uncertainty
of estimating forest carbon stocks in China. Biogeosciences 13:
3991–4004.
- TianXiang
Yue, Yu Liu, MingWei Zhao, ZhenPing Du, Na Zhao. 2016. A fundamental
theorem of Earth’s surface modelling. Environmental Earth Sciences
75(9): article 751 (pages 1 -12).
- TianXiang
Yue, Na Zhao,
ZeMeng Fan, Jing Li, ChuanFa Chen, YiMin Lu, ChenLiang Wang, Bing
Xu, John Wilson. 2016. CMIP5 Downscaling and Its Uncertainty in
China. Global and Planetary Change 146: 30-37.
- TianXiang
Yue, LiLi
Zhang, MingWei Zhao, YiFu Wang, John P. Wilson. 2016. Space- and
ground-based CO2 measurements: A review. SCIENCE CHINA Earth Sciences 59 (11):
2089-2097.
- TianXiang
Yue, Bing
Xu, Na Zhao, Chen Cui, Olaf Kolditz. 2015. Environment and Health in
China I. Thematic issue of Environmental Earth Sciences 74(8).
- TianXiang
Yue,
LiLi Zhang, Na Zhao, MingWei Zhao, ChuanFa Chen, ZhenPing, DongJiang
Song, ZeMeng Fan, WenJiao Shi, ShiHai Wang, ChangQing Yan, QiQuan
Li, XiaoFang Sun, Hai Yang, ChenLiang Wang, YiFu Wang, John Wilson,
Bing Xu. 2015. A Review of Recent Developments in HASM.
Environmental Earth Sciences 74(8): 6541-6549.
- TianXiang
Yue, MingWei
Zhao, XingYing Zhang. 2015. A high-accuracy method for filling voids
on remotely sensed XCO2 surfaces and its verification. Journal of Cleaner Production 103:
819-827.
- TianXiang
Yue, ZhengPing
Du, Ming Lu, ZeMeng Fan, ChenLiang Wang, YongZhong Tian, Bing Xu.
2015. Surface modelling of ecosystem responses to climatic change.
Ecological Modelling 306: 16–23.
- TianXiang
Yue, Na Zhao,
Douglas Ramsey, ChenLiang Wang, ZeMeng Fan, ChuanFa Chen,YiMin
Lu, BaiLian Li. 2013.
Climate change trend in China, with improved accuracy. Climatic
Change 120: 137-151.
- TianXiang
Yue, Na Zhao,
Hai Yang, YinJun Song,
ZhengPing Du, ZeMeng Fan, DunJiang Song.
2013. The multi-grid method of high accuracy surface modelling and
its validation. Transactions in GIS 17 (6): 943–952.
- TianXiang
Yue, ChuanFa Chen, BaiLian Li.
2012. A high accuracy method for filling SRTM voids and its
verification. International Journal of Remote Sensing 33 (9):
2815-2830
- TianXiang
Yue, ZeMeng Fan, ChuanFa Chen,
XiaoFang Sun, BaiLian Li. 2011. Surface modelling of global
terrestrial ecosystems under three climate change scenarios.
Ecological Modelling 222: 2342-2361.
- TianXiang
Yue, Sven Jorgensen, Guy Larocque.
2011. Progress in global ecological modelling. Ecological Modelling
222: 2172-2177.
- TianXiang
Yue, QiQuan Li. 2010. Relationship
between species diversity and ecotope diversity. Annals of the New
York Academy of Sciences 1195: E40-E51.
- TianXiang
Yue, DunJiang Song, ZhengPing Du,
Wei Wang. 2010. High-accuracy surface modelling and its application
to DEM generation. International Journal of Remote Sensing 31 (8):
2205-2226.
- TianXiang
Yue, Qing Wang, YiMing Lu, XiaoPing
Xin, HongBing Zhang, ShiXin Wu. 2010. Change trends of food
provisions in China. Global and Planetary Change 72 (3): 118-130.
- TianXiang
Yue, ShiHai Wang. 2010. Adjustment
computation of HASM: a high-accuracy and high-speed method.
International Journal of Geographical Information Science 24 (11):
1725 - 1743.
- TianXiang
Yue, ChuanFa Chen, BaiLian Li.
2010. An Adaptive Method of High Accuracy Surface Modeling and Its
Application to Simulating Elevation Surfaces. Transactions in GIS 14
(5): 615-630.
- TianXiang
Yue, YongZhong Tian, JiYuan Liu,
ZeMeng Fan. 2008. Surface modeling of human carrying capacity of
terrestrial ecosystems in China. Ecological Modelling 214 (2-4):
168-180.
- TianXiang
Yue, ZhengPing Du, DunJiang Song,
Yun Gong. 2007. A new method of surface modeling and its application
to DEM construction. Geomorphology 91 (1-2): 161-172.
- TianXiang
Yue, ZeMeng Fan, JiYuan Liu. 2007.
Scenarios of land cover in China. Global and Planetary Change 55
(4): 317-342.
- TianXiang
Yue, ShengNan Ma, ShiXin Wu, JinYan
Zhan. 2007. Comparative analyses of the scaling diversity index and
its applicability. International Journal of Remote Sensing 28 (7-8):
1611-1623.
- TianXiang
Yue, Wei Wang, Qiang Yu, ZhiLin
Zhu, ShiHuang Zhang, RenHua Zhang, ZhengPing Du. 2007. Simulation of
vertical wind profile under neutral conditions. International
Journal of Remote Sensing 28 (10): 2207-2219.
- TianXiang
Yue, ZeMeng Fan, JiYuan Liu, BoXin
Wei. 2006. Scenarios of major terrestrial ecosystems in China.
Ecological Modelling 199(3): 363-376.
- TianXiang
Yue, ZeMeng Fan, JiYuan Liu. 2005.
Changes of major terrestrial ecosystems in China since 1960. Global
and Planetary Change 48(4): 287-302.
- TianXiang
Yue, JiYuan Liu, SiQing Chen,
ZhengQing Li, ShengNan Ma, YongZhong Tian, Feng Ge. 2005.
Considerable effects of diversity indices and spatial scales on
conclusions relating to ecological diversity. Ecological Modelling
188 (2-4): 418-431.
- TianXiang
Yue, YingAn Wang, JiYuan Liu,
ShuPeng Chen, DongSheng Qiu, XiangZheng Deng, MingLiang Liu,
YongZhong Tian, BianPing Su. 2005. Surface modelling of human
population distribution in China. Ecological Modelling 181 (4):
461-478.
- TianXiang
Yue, YingAn Wang, JiYuan Liu,
ShuPeng Chen, YongZhong Tian, BianPing Su. 2005. SMPD scenarios of
spatial distribution of human population in China. Population and
Environment 26 (3): 207-228.
- TianXiang
Yue, Bing Xu, JiYuan Liu. 2004. A
patch connectivity index and its change in relation to new wetland
at the Yellow River Delta. International Journal of Remote Sensing
25(21): 4617-4628.
- TianXiang
Yue. 2003. Handbook of Mathematical
Models for Resources and Environment. Beijing: Science Press (in
Chinese).
- TianXiang
Yue, JiYuan Liu, Sven Erik
Jørgensen, QinHua Ye. 2003. Landscape change detection of the newly
created wetland in Yellow River Delta. Ecological Modelling 164(1):
21-31.
- TianXiang
Yue, YingAn Wang, ShuPeng Chen,
JiYuan Liu, Dong-Sheng Qiu, Xiang-Zheng Deng, Ming-Liang Liu,
Yong-Zhong Tian. 2003. Numerical simulation of population
distribution in China. Population and Environment 25(2): 141-163.
- TianXiang Yue,
ShuPeng Chen, Bing Xu, QingSheng Liu, HuiGuo Li, GaoHuan Liu,
QingHua Ye. 2002. A curve-theorem based approach for change
detection and its application to Yellow River Delta. International
Journal of Remote Sensing 23(11): 2283-2292.
- TianXiang Yue,
JiYuan Liu, Sven Erik Jørgensen, ZhiQiang Gao, ShiHuang Zhang,
XiangZheng Deng. 2001. Changes of Holdridge life zone diversity in
all of China over half a century. Ecological Modelling 144(2-3):
153-162.
- TianXiang
Yue. 2000.
Analysis on sustainable growth range of population. Progress in
Natural Science 10(8): 631-636.
Selected
books
in English
- TianXiang
Yue. 2011.
Surface Modelling: High Accuracy and High Speed Methods. New York:
CRC Press.
- TianXiang Yue,
Erik Nixdorf, ChengZi Zhou, Bing Xu, Na Zhao, ZheWen Fan, XiaoLan
Huang, Cui Chen, Olaf Kolditz. 2018. Chinese Water Systems vol.3:
Poyang Lake Basin. Berlin: Springer.
Selected Awards
- IInd
Prize Awarded to the authors of the “Millennium Ecosystem
Assessment” for Scientific and Technological Achievements in
Environment on the sixth of February, in the year of two thousand
and six. ZAYED INTL. PRIZE FOR THE ENVIRONMENT.
вверх
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