Abstract:
Bamboo forest has great potential in climate change mitigation. However, the spatiotemporal pattern of carbon storage of global bamboo forest is still cannot be accuratel...Show MoreMetadata
Abstract:
Bamboo forest has great potential in climate change mitigation. However, the spatiotemporal pattern of carbon storage of global bamboo forest is still cannot be accurately estimated, because the lack of an accurate global bamboo forest distribution information. In this paper, the global bamboo forest distribution was mapped with the following steps. To begin with, training samples were obtained based on investigation data, statistic data, and literature data. Then, a decision tree was constructed for mapping the global bamboo forest distribution by integrating Landsat 8 OLI and MODIS data. Finally, the global bamboo forest area was estimated using a pixel unmixing algorithm. The constructed decision tree succeeds in extracting global bamboo forest based on remote sensing data, where the overall accuracy of classification was 78.81%. The estimated total global bamboo forest area was 30538.35 × 103 ha, with a low root-mean-square error of 611.1 × 103 ha. The estimated bamboo forest area of each province in China and each country were high consistent with the National Forest Inventory in China and Food and Agriculture Organization of the United Nations statistic results (average R2 > 0.9), respectively. Therefore, the global bamboo forest map yielded a satisfactory accuracy in both classification and area estimation, and could provide accurate and significant support for global bamboo forest resource management and carbon cycle research.
Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ( Volume: 11, Issue: 5, May 2018)
Funding Agency:
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Huaqiang Du received the B.S. degree in forestry and the M.S. degree
in forest management from the Northeast Forestry University, Heilongjiang, China, in 1999 and 2002, respectively, and
the Ph.D. degree from Beijing Forestry University, Beijing, China, in 2005.
He is currently a Professor with the School of Environment and Resources Science, Zhejiang A & F University,
Lin'an, China. His research interests include digit...Show More
Huaqiang Du received the B.S. degree in forestry and the M.S. degree
in forest management from the Northeast Forestry University, Heilongjiang, China, in 1999 and 2002, respectively, and
the Ph.D. degree from Beijing Forestry University, Beijing, China, in 2005.
He is currently a Professor with the School of Environment and Resources Science, Zhejiang A & F University,
Lin'an, China. His research interests include digit...View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Fangjie Mao received the B.S. degree in computer science and
technology from the Naval University of Engineering, Wuhan, China, in 2010, and the M.S. degree in forest management
and the Ph.D. degree in bamboo resources and efficient utilization from Zhejiang A & F University, Lin'an,
China, in 2013 and 2016, respectively.
He is currently a Lecturer with the School of Environment and Resources Science, Zhejiang A & F Uni...Show More
Fangjie Mao received the B.S. degree in computer science and
technology from the Naval University of Engineering, Wuhan, China, in 2010, and the M.S. degree in forest management
and the Ph.D. degree in bamboo resources and efficient utilization from Zhejiang A & F University, Lin'an,
China, in 2013 and 2016, respectively.
He is currently a Lecturer with the School of Environment and Resources Science, Zhejiang A & F Uni...View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Xuejian Li received the B.S. degree in geographical science from
Qiqihar University, Qiqihar, China, in 2014, and the M.S. degree in forest management, in 2017, from Zhejiang A &
F University, Zhejiang, China, where he is currently working toward the Ph.D. in bamboo resources and efficient
utilization.
His main research interests include the temporal and spatial evolution of bamboo forest phenology and its response
to ...Show More
Xuejian Li received the B.S. degree in geographical science from
Qiqihar University, Qiqihar, China, in 2014, and the M.S. degree in forest management, in 2017, from Zhejiang A &
F University, Zhejiang, China, where he is currently working toward the Ph.D. in bamboo resources and efficient
utilization.
His main research interests include the temporal and spatial evolution of bamboo forest phenology and its response
to ...View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Guomo Zhou received the B.S. degree in forestry from Zhejiang A &
F University, Lin'an, China, in 1982, the M.S. degree in forest management from Beijing Forestry University,
Beijing, China, in 1987, and the Ph.D. degree in soil science from Zhejiang University, Hangzhou, China, in 2006.
He is currently a Professor with the School of Environment and Resources Science and the President of Zhejiang A
& F University. His r...Show More
Guomo Zhou received the B.S. degree in forestry from Zhejiang A &
F University, Lin'an, China, in 1982, the M.S. degree in forest management from Beijing Forestry University,
Beijing, China, in 1987, and the Ph.D. degree in soil science from Zhejiang University, Hangzhou, China, in 2006.
He is currently a Professor with the School of Environment and Resources Science and the President of Zhejiang A
& F University. His r...View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Xiaojun Xu received the B.S. degree in landscaping from Fujian A
& F University, Fujian, China, in 2006, and the M.S. degree in forest management from Zhejiang A & F
University, Lin'an, China, in 2009.
He is currently a Lecturer with the School of Environment and Resources Science, Zhejiang A & F University. His
research interests include model-based forest carbon estimation using field inventory and ancillary data.
Xiaojun Xu received the B.S. degree in landscaping from Fujian A
& F University, Fujian, China, in 2006, and the M.S. degree in forest management from Zhejiang A & F
University, Lin'an, China, in 2009.
He is currently a Lecturer with the School of Environment and Resources Science, Zhejiang A & F University. His
research interests include model-based forest carbon estimation using field inventory and ancillary data.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Ning Han received the B.S. degree in geographic information system
from Zhengzhou University, Zhengzhou, China, in 2006, and the Ph.D. degree in agricultural remote sensing and
information technology from Zhejiang University, Hangzhou, China, in 2011.
She is currently an Associate Professor with Zhejiang A & F University, Lin'an, China. Her research
interests include satellite-based forest resources monitoring and carbo...Show More
Ning Han received the B.S. degree in geographic information system
from Zhengzhou University, Zhengzhou, China, in 2006, and the Ph.D. degree in agricultural remote sensing and
information technology from Zhejiang University, Hangzhou, China, in 2011.
She is currently an Associate Professor with Zhejiang A & F University, Lin'an, China. Her research
interests include satellite-based forest resources monitoring and carbo...View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Shaobo Sun received the B.S. degree in geographic information system
from Xinyang Normal University, Xinyang, China, in 2013, and the M.S. degree from the School of Environmental and
Resources Science, Zhejiang A & F University, Lin'an, China, in 2016.
His research focuses on retrieval of canopy parameters and estimation of carbon storage for typical types of
subtropical forest using remote sensing data.
Shaobo Sun received the B.S. degree in geographic information system
from Xinyang Normal University, Xinyang, China, in 2013, and the M.S. degree from the School of Environmental and
Resources Science, Zhejiang A & F University, Lin'an, China, in 2016.
His research focuses on retrieval of canopy parameters and estimation of carbon storage for typical types of
subtropical forest using remote sensing data.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Guolong Gao received the B.S. degree in geographic information system
from Xinyang Normal University, Xinyang, China, in 2013, and the M.S. degree from the School of Environmental and
Resources Science, Zhejiang A & F University, Lin'an, China, in 2016.
His research interests include object-based estimation method of multiscale bamboo forest carbon storage using
remote sensing imagery with high spatial resolution.
Guolong Gao received the B.S. degree in geographic information system
from Xinyang Normal University, Xinyang, China, in 2013, and the M.S. degree from the School of Environmental and
Resources Science, Zhejiang A & F University, Lin'an, China, in 2016.
His research interests include object-based estimation method of multiscale bamboo forest carbon storage using
remote sensing imagery with high spatial resolution.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Lu Cui received the B.S. degree in geographic information system from
the School of Urban and Environmental Sciences, Huaiyin Normal University, Huai'an, China, in 2015. She is
currently working toward the M.S. degree at Zhejiang A & F University, Lin'an, China.
Her research interests include digital image processing and forest resource monitoring using multisource remotely
sensed data.
Lu Cui received the B.S. degree in geographic information system from
the School of Urban and Environmental Sciences, Huaiyin Normal University, Huai'an, China, in 2015. She is
currently working toward the M.S. degree at Zhejiang A & F University, Lin'an, China.
Her research interests include digital image processing and forest resource monitoring using multisource remotely
sensed data.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Yangguang Li received the B.S. degree in geographical science from
Pingdingshan University, Pingdingshan, China, in 2015.
He is currently a postgraduate student with the School of Environmental and Resource Sciences, Zhejiang A & F
University, Lin'an, China. His research interests include forest resources monitoring and extracting using
multiple remote sensing datasets.
Yangguang Li received the B.S. degree in geographical science from
Pingdingshan University, Pingdingshan, China, in 2015.
He is currently a postgraduate student with the School of Environmental and Resource Sciences, Zhejiang A & F
University, Lin'an, China. His research interests include forest resources monitoring and extracting using
multiple remote sensing datasets.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Dien Zhu received the B.S. degree in forestry from Southwest
Forestry University, Kunming, China, in 2015.
He is currently a postgraduate student with the State Key Laboratory of Subtropical Silviculture, Zhejiang A & F
University, Lin'an, China. His research interests include forest resources monitoring and extracting using
multiple remote sensing data.
Dien Zhu received the B.S. degree in forestry from Southwest
Forestry University, Kunming, China, in 2015.
He is currently a postgraduate student with the State Key Laboratory of Subtropical Silviculture, Zhejiang A & F
University, Lin'an, China. His research interests include forest resources monitoring and extracting using
multiple remote sensing data.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Yuli Liu received the B.S. degree in geographical science from
Shangqiu Normal University, Shangqiu, China, in 2011, the M.S. degree, in 2014, in ecology from Zhejiang A & F
University, Hangzhou, China, where she is currently working toward the Ph.D. degree in agriculture. Her research
interests include carbon sequestration and ecological safety of bamboo forest ecosystem.
Yuli Liu received the B.S. degree in geographical science from
Shangqiu Normal University, Shangqiu, China, in 2011, the M.S. degree, in 2014, in ecology from Zhejiang A & F
University, Hangzhou, China, where she is currently working toward the Ph.D. degree in agriculture. Her research
interests include carbon sequestration and ecological safety of bamboo forest ecosystem.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Liang Chen received the B.S. degree in digital forestry from Beihua
University, Jilin, China, in 2014, and the M.S. degree in forestry management from Zhejiang A & F University,
Lin'an, China, in 2017.
He is currently a Research Assistant with the State Key Laboratory of Subtropical Silviculture, Zhejiang A & F
University.
Liang Chen received the B.S. degree in digital forestry from Beihua
University, Jilin, China, in 2014, and the M.S. degree in forestry management from Zhejiang A & F University,
Lin'an, China, in 2017.
He is currently a Research Assistant with the State Key Laboratory of Subtropical Silviculture, Zhejiang A & F
University.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Weiliang Fan received the B.S. degree in horticulture from Shandong
Agricultural University, Tai'an, China, in 2007, the M.S. degree in forest management from Zhejiang A & F
University, Hangzhou, China, in 2010, and the Ph.D. degree in geography from Nanjing University, Nanjing, China, in
2013.
From 2014 to 2016, he was a Postdoctoral Fellow of the State Key Laboratory of Remote Sensing Science, Institute of
Remote Sen...Show More
Weiliang Fan received the B.S. degree in horticulture from Shandong
Agricultural University, Tai'an, China, in 2007, the M.S. degree in forest management from Zhejiang A & F
University, Hangzhou, China, in 2010, and the Ph.D. degree in geography from Nanjing University, Nanjing, China, in
2013.
From 2014 to 2016, he was a Postdoctoral Fellow of the State Key Laboratory of Remote Sensing Science, Institute of
Remote Sen...View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Pingheng Li received the B.S. degree in applied mathematics from
Central South University, Changsha, China, in 2007, the M.S. degree in ecology from South China Botanical Garden,
Chinese Academy of Science, Guangzhou, China, in 2010, and the Ph.D. degree in environmental science from Shizuoka
University, Shizuoka, Japan, in 2013.
He is currently an Associate Professor with the School of Environment and Resources Science...Show More
Pingheng Li received the B.S. degree in applied mathematics from
Central South University, Changsha, China, in 2007, the M.S. degree in ecology from South China Botanical Garden,
Chinese Academy of Science, Guangzhou, China, in 2010, and the Ph.D. degree in environmental science from Shizuoka
University, Shizuoka, Japan, in 2013.
He is currently an Associate Professor with the School of Environment and Resources Science...View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Yongjun Shi received the B.S. degree in forestry from Zhejiang A
& F University, Lin'an, China, in 1994, and the M.S. degree in soil remote sensing and information technology
from Zhejiang University, Hangzhou, China, in 2003.
He is currently an Associate Professor with the School of Environment and Resources Science, Zhejiang A & F
University. His research interests include forest carbon measure and forest mapping.
Yongjun Shi received the B.S. degree in forestry from Zhejiang A
& F University, Lin'an, China, in 1994, and the M.S. degree in soil remote sensing and information technology
from Zhejiang University, Hangzhou, China, in 2003.
He is currently an Associate Professor with the School of Environment and Resources Science, Zhejiang A & F
University. His research interests include forest carbon measure and forest mapping.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Yufeng Zhou received the B.S. degree in biotechnology and the M.S.
degree in forest management from Zhejiang A & F University, Lin'an, China, in 2004 and 2007, respectively.
He is currently a Senior Laboratory Master with the Key Laboratory of Carbon Cycling in Forest Ecosystems and Carbon
Sequestration of Zhejiang Province, Zhejiang A & F University. His research interests include forest carbon
monitoring and forest fi...Show More
Yufeng Zhou received the B.S. degree in biotechnology and the M.S.
degree in forest management from Zhejiang A & F University, Lin'an, China, in 2004 and 2007, respectively.
He is currently a Senior Laboratory Master with the Key Laboratory of Carbon Cycling in Forest Ecosystems and Carbon
Sequestration of Zhejiang Province, Zhejiang A & F University. His research interests include forest carbon
monitoring and forest fi...View more
Contents School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Huaqiang Du received the B.S. degree in forestry and the M.S. degree
in forest management from the Northeast Forestry University, Heilongjiang, China, in 1999 and 2002, respectively, and
the Ph.D. degree from Beijing Forestry University, Beijing, China, in 2005.
He is currently a Professor with the School of Environment and Resources Science, Zhejiang A & F University,
Lin'an, China. His research interests include digital image processing, forest resource monitoring using
multisource remotely sensed data, and forest carbon estimation with remote sensing techniques.
Huaqiang Du received the B.S. degree in forestry and the M.S. degree
in forest management from the Northeast Forestry University, Heilongjiang, China, in 1999 and 2002, respectively, and
the Ph.D. degree from Beijing Forestry University, Beijing, China, in 2005.
He is currently a Professor with the School of Environment and Resources Science, Zhejiang A & F University,
Lin'an, China. His research interests include digital image processing, forest resource monitoring using
multisource remotely sensed data, and forest carbon estimation with remote sensing techniques.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Fangjie Mao received the B.S. degree in computer science and
technology from the Naval University of Engineering, Wuhan, China, in 2010, and the M.S. degree in forest management
and the Ph.D. degree in bamboo resources and efficient utilization from Zhejiang A & F University, Lin'an,
China, in 2013 and 2016, respectively.
He is currently a Lecturer with the School of Environment and Resources Science, Zhejiang A & F University. His
research interests include forest carbon estimation and monitoring with the combination of remote sensing techniques
and ecosystem models, ecosystem model development.
Fangjie Mao received the B.S. degree in computer science and
technology from the Naval University of Engineering, Wuhan, China, in 2010, and the M.S. degree in forest management
and the Ph.D. degree in bamboo resources and efficient utilization from Zhejiang A & F University, Lin'an,
China, in 2013 and 2016, respectively.
He is currently a Lecturer with the School of Environment and Resources Science, Zhejiang A & F University. His
research interests include forest carbon estimation and monitoring with the combination of remote sensing techniques
and ecosystem models, ecosystem model development.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Xuejian Li received the B.S. degree in geographical science from
Qiqihar University, Qiqihar, China, in 2014, and the M.S. degree in forest management, in 2017, from Zhejiang A &
F University, Zhejiang, China, where he is currently working toward the Ph.D. in bamboo resources and efficient
utilization.
His main research interests include the temporal and spatial evolution of bamboo forest phenology and its response
to climate change.
Xuejian Li received the B.S. degree in geographical science from
Qiqihar University, Qiqihar, China, in 2014, and the M.S. degree in forest management, in 2017, from Zhejiang A &
F University, Zhejiang, China, where he is currently working toward the Ph.D. in bamboo resources and efficient
utilization.
His main research interests include the temporal and spatial evolution of bamboo forest phenology and its response
to climate change.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Guomo Zhou received the B.S. degree in forestry from Zhejiang A &
F University, Lin'an, China, in 1982, the M.S. degree in forest management from Beijing Forestry University,
Beijing, China, in 1987, and the Ph.D. degree in soil science from Zhejiang University, Hangzhou, China, in 2006.
He is currently a Professor with the School of Environment and Resources Science and the President of Zhejiang A
& F University. His research interests include forest carbon monitoring, climate change, carbon management, and
sustainable forest management.
Guomo Zhou received the B.S. degree in forestry from Zhejiang A &
F University, Lin'an, China, in 1982, the M.S. degree in forest management from Beijing Forestry University,
Beijing, China, in 1987, and the Ph.D. degree in soil science from Zhejiang University, Hangzhou, China, in 2006.
He is currently a Professor with the School of Environment and Resources Science and the President of Zhejiang A
& F University. His research interests include forest carbon monitoring, climate change, carbon management, and
sustainable forest management.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Xiaojun Xu received the B.S. degree in landscaping from Fujian A
& F University, Fujian, China, in 2006, and the M.S. degree in forest management from Zhejiang A & F
University, Lin'an, China, in 2009.
He is currently a Lecturer with the School of Environment and Resources Science, Zhejiang A & F University. His
research interests include model-based forest carbon estimation using field inventory and ancillary data.
Xiaojun Xu received the B.S. degree in landscaping from Fujian A
& F University, Fujian, China, in 2006, and the M.S. degree in forest management from Zhejiang A & F
University, Lin'an, China, in 2009.
He is currently a Lecturer with the School of Environment and Resources Science, Zhejiang A & F University. His
research interests include model-based forest carbon estimation using field inventory and ancillary data.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Ning Han received the B.S. degree in geographic information system
from Zhengzhou University, Zhengzhou, China, in 2006, and the Ph.D. degree in agricultural remote sensing and
information technology from Zhejiang University, Hangzhou, China, in 2011.
She is currently an Associate Professor with Zhejiang A & F University, Lin'an, China. Her research
interests include satellite-based forest resources monitoring and carbon cycling.
Ning Han received the B.S. degree in geographic information system
from Zhengzhou University, Zhengzhou, China, in 2006, and the Ph.D. degree in agricultural remote sensing and
information technology from Zhejiang University, Hangzhou, China, in 2011.
She is currently an Associate Professor with Zhejiang A & F University, Lin'an, China. Her research
interests include satellite-based forest resources monitoring and carbon cycling.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Shaobo Sun received the B.S. degree in geographic information system
from Xinyang Normal University, Xinyang, China, in 2013, and the M.S. degree from the School of Environmental and
Resources Science, Zhejiang A & F University, Lin'an, China, in 2016.
His research focuses on retrieval of canopy parameters and estimation of carbon storage for typical types of
subtropical forest using remote sensing data.
Shaobo Sun received the B.S. degree in geographic information system
from Xinyang Normal University, Xinyang, China, in 2013, and the M.S. degree from the School of Environmental and
Resources Science, Zhejiang A & F University, Lin'an, China, in 2016.
His research focuses on retrieval of canopy parameters and estimation of carbon storage for typical types of
subtropical forest using remote sensing data.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Guolong Gao received the B.S. degree in geographic information system
from Xinyang Normal University, Xinyang, China, in 2013, and the M.S. degree from the School of Environmental and
Resources Science, Zhejiang A & F University, Lin'an, China, in 2016.
His research interests include object-based estimation method of multiscale bamboo forest carbon storage using
remote sensing imagery with high spatial resolution.
Guolong Gao received the B.S. degree in geographic information system
from Xinyang Normal University, Xinyang, China, in 2013, and the M.S. degree from the School of Environmental and
Resources Science, Zhejiang A & F University, Lin'an, China, in 2016.
His research interests include object-based estimation method of multiscale bamboo forest carbon storage using
remote sensing imagery with high spatial resolution.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Lu Cui received the B.S. degree in geographic information system from
the School of Urban and Environmental Sciences, Huaiyin Normal University, Huai'an, China, in 2015. She is
currently working toward the M.S. degree at Zhejiang A & F University, Lin'an, China.
Her research interests include digital image processing and forest resource monitoring using multisource remotely
sensed data.
Lu Cui received the B.S. degree in geographic information system from
the School of Urban and Environmental Sciences, Huaiyin Normal University, Huai'an, China, in 2015. She is
currently working toward the M.S. degree at Zhejiang A & F University, Lin'an, China.
Her research interests include digital image processing and forest resource monitoring using multisource remotely
sensed data.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Yangguang Li received the B.S. degree in geographical science from
Pingdingshan University, Pingdingshan, China, in 2015.
He is currently a postgraduate student with the School of Environmental and Resource Sciences, Zhejiang A & F
University, Lin'an, China. His research interests include forest resources monitoring and extracting using
multiple remote sensing datasets.
Yangguang Li received the B.S. degree in geographical science from
Pingdingshan University, Pingdingshan, China, in 2015.
He is currently a postgraduate student with the School of Environmental and Resource Sciences, Zhejiang A & F
University, Lin'an, China. His research interests include forest resources monitoring and extracting using
multiple remote sensing datasets.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Dien Zhu received the B.S. degree in forestry from Southwest
Forestry University, Kunming, China, in 2015.
He is currently a postgraduate student with the State Key Laboratory of Subtropical Silviculture, Zhejiang A & F
University, Lin'an, China. His research interests include forest resources monitoring and extracting using
multiple remote sensing data.
Dien Zhu received the B.S. degree in forestry from Southwest
Forestry University, Kunming, China, in 2015.
He is currently a postgraduate student with the State Key Laboratory of Subtropical Silviculture, Zhejiang A & F
University, Lin'an, China. His research interests include forest resources monitoring and extracting using
multiple remote sensing data.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Yuli Liu received the B.S. degree in geographical science from
Shangqiu Normal University, Shangqiu, China, in 2011, the M.S. degree, in 2014, in ecology from Zhejiang A & F
University, Hangzhou, China, where she is currently working toward the Ph.D. degree in agriculture. Her research
interests include carbon sequestration and ecological safety of bamboo forest ecosystem.
Yuli Liu received the B.S. degree in geographical science from
Shangqiu Normal University, Shangqiu, China, in 2011, the M.S. degree, in 2014, in ecology from Zhejiang A & F
University, Hangzhou, China, where she is currently working toward the Ph.D. degree in agriculture. Her research
interests include carbon sequestration and ecological safety of bamboo forest ecosystem.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Liang Chen received the B.S. degree in digital forestry from Beihua
University, Jilin, China, in 2014, and the M.S. degree in forestry management from Zhejiang A & F University,
Lin'an, China, in 2017.
He is currently a Research Assistant with the State Key Laboratory of Subtropical Silviculture, Zhejiang A & F
University.
Liang Chen received the B.S. degree in digital forestry from Beihua
University, Jilin, China, in 2014, and the M.S. degree in forestry management from Zhejiang A & F University,
Lin'an, China, in 2017.
He is currently a Research Assistant with the State Key Laboratory of Subtropical Silviculture, Zhejiang A & F
University.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Weiliang Fan received the B.S. degree in horticulture from Shandong
Agricultural University, Tai'an, China, in 2007, the M.S. degree in forest management from Zhejiang A & F
University, Hangzhou, China, in 2010, and the Ph.D. degree in geography from Nanjing University, Nanjing, China, in
2013.
From 2014 to 2016, he was a Postdoctoral Fellow of the State Key Laboratory of Remote Sensing Science, Institute of
Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, China. He is currently an Associate Professor
with the School of Environment and Resources Science, Zhejiang A & F University, Lin'an. His main research
interests include remote sensing modeling and applications for vegetation ecosystems.
Weiliang Fan received the B.S. degree in horticulture from Shandong
Agricultural University, Tai'an, China, in 2007, the M.S. degree in forest management from Zhejiang A & F
University, Hangzhou, China, in 2010, and the Ph.D. degree in geography from Nanjing University, Nanjing, China, in
2013.
From 2014 to 2016, he was a Postdoctoral Fellow of the State Key Laboratory of Remote Sensing Science, Institute of
Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, China. He is currently an Associate Professor
with the School of Environment and Resources Science, Zhejiang A & F University, Lin'an. His main research
interests include remote sensing modeling and applications for vegetation ecosystems.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Pingheng Li received the B.S. degree in applied mathematics from
Central South University, Changsha, China, in 2007, the M.S. degree in ecology from South China Botanical Garden,
Chinese Academy of Science, Guangzhou, China, in 2010, and the Ph.D. degree in environmental science from Shizuoka
University, Shizuoka, Japan, in 2013.
He is currently an Associate Professor with the School of Environment and Resources Science, Zhejiang A & F
University, Lin'an, China. His main research interests include forest ecosystem process model, forest vegetation
ground and underground relationship, remote sensing of forest parameters, and forest C-N-H2O cycles
Pingheng Li received the B.S. degree in applied mathematics from
Central South University, Changsha, China, in 2007, the M.S. degree in ecology from South China Botanical Garden,
Chinese Academy of Science, Guangzhou, China, in 2010, and the Ph.D. degree in environmental science from Shizuoka
University, Shizuoka, Japan, in 2013.
He is currently an Associate Professor with the School of Environment and Resources Science, Zhejiang A & F
University, Lin'an, China. His main research interests include forest ecosystem process model, forest vegetation
ground and underground relationship, remote sensing of forest parameters, and forest C-N-H2O cyclesView more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Yongjun Shi received the B.S. degree in forestry from Zhejiang A
& F University, Lin'an, China, in 1994, and the M.S. degree in soil remote sensing and information technology
from Zhejiang University, Hangzhou, China, in 2003.
He is currently an Associate Professor with the School of Environment and Resources Science, Zhejiang A & F
University. His research interests include forest carbon measure and forest mapping.
Yongjun Shi received the B.S. degree in forestry from Zhejiang A
& F University, Lin'an, China, in 1994, and the M.S. degree in soil remote sensing and information technology
from Zhejiang University, Hangzhou, China, in 2003.
He is currently an Associate Professor with the School of Environment and Resources Science, Zhejiang A & F
University. His research interests include forest carbon measure and forest mapping.View more
School of Environmental and Resources Science, Zhejiang A & F University, Lin'an, China
Yufeng Zhou received the B.S. degree in biotechnology and the M.S.
degree in forest management from Zhejiang A & F University, Lin'an, China, in 2004 and 2007, respectively.
He is currently a Senior Laboratory Master with the Key Laboratory of Carbon Cycling in Forest Ecosystems and Carbon
Sequestration of Zhejiang Province, Zhejiang A & F University. His research interests include forest carbon
monitoring and forest fire monitoring.
Yufeng Zhou received the B.S. degree in biotechnology and the M.S.
degree in forest management from Zhejiang A & F University, Lin'an, China, in 2004 and 2007, respectively.
He is currently a Senior Laboratory Master with the Key Laboratory of Carbon Cycling in Forest Ecosystems and Carbon
Sequestration of Zhejiang Province, Zhejiang A & F University. His research interests include forest carbon
monitoring and forest fire monitoring.View more
