{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,25]],"date-time":"2026-07-25T02:25:17Z","timestamp":1784946317615,"version":"3.55.0"},"reference-count":88,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&amp;D Program of China","award":["2017YFD0600904"],"award-info":[{"award-number":["2017YFD0600904"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["31770590"],"award-info":[{"award-number":["31770590"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2019,11]]},"DOI":"10.1109\/jstars.2019.2918572","type":"journal-article","created":{"date-parts":[[2019,6,20]],"date-time":"2019-06-20T21:33:23Z","timestamp":1561066403000},"page":"4175-4190","source":"Crossref","is-referenced-by-count":32,"title":["Estimation of Forest Structural Parameters Using UAV-LiDAR Data and a Process-Based Model in Ginkgo Planted Forests"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5195-0477","authenticated-orcid":false,"given":"Lin","family":"Cao","sequence":"first","affiliation":[{"name":"Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kun","family":"Liu","sequence":"additional","affiliation":[{"name":"Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xin","family":"Shen","sequence":"additional","affiliation":[{"name":"Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiangqian","family":"Wu","sequence":"additional","affiliation":[{"name":"Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hao","family":"Liu","sequence":"additional","affiliation":[{"name":"Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.3390\/rs70302971"},{"key":"ref72","doi-asserted-by":"crossref","first-page":"62","DOI":"10.3390\/f7030062","article-title":"Assessment of forest structure using two UAV techniques: A comparison of airborne laser scanning and structure from motion (SfM) point clouds","volume":"2016","author":"wallace","year":"2016","journal-title":"Forests"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.3390\/s110606328"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.3390\/rs70809632"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1080\/07038992.2018.1461557"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2009.02.010"},{"key":"ref74","doi-asserted-by":"crossref","first-page":"2427","DOI":"10.1080\/01431161.2016.1252477","article-title":"Forestry applications of UAVs in Europe: A review","volume":"38","author":"torresan","year":"2016","journal-title":"Int J Remote Sens"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1127\/pfg\/2015\/0270"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.3390\/rs71215809"},{"key":"ref38","first-page":"12","article-title":"Biomass allocation patterns and allometric models of Ginkgo biloba L","volume":"4","author":"liu","year":"2017","journal-title":"Journal of Beijing Forestry University"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2012.11.024"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1139\/x05-230"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.foreco.2004.01.029"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"4040","DOI":"10.1016\/j.foreco.2008.03.049","article-title":"Why is the productivity of Douglas-fir higher in New Zealand than in its native range in the Pacific Northwest, USA","volume":"255","author":"richard","year":"2008","journal-title":"Forest Ecology Manage"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.foreco.2017.10.018"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10342-014-0841-3"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3390\/f7120293"},{"key":"ref36","first-page":"141","article-title":"The history of ginkgo plantation in Tiefu Pizhou","volume":"8","author":"liu","year":"2014","journal-title":"Modern Agriculture science and technology"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s12155-012-9251-x"},{"key":"ref34","first-page":"4","article-title":"3-PG growth model and its application in rubber cultivation","volume":"30","author":"zhu","year":"2010","journal-title":"China Tropical Agriculture"},{"key":"ref60","article-title":"Study on canopy structure and photosynthetic characteristics of Ginkgo biloba L. saplings","author":"zhang","year":"2014"},{"key":"ref62","article-title":"Study of Crown Structure feacture in the Timber Ginkgo","author":"liu","year":"2014"},{"key":"ref61","first-page":"267","article-title":"Growth and development of Ginkgo biloba leaves","volume":"3","author":"xing","year":"1997","journal-title":"Scientia Silvae Sinicae"},{"key":"ref63","first-page":"11","article-title":"The characteristics in light climate of plant populations in coastal agroforestry in China","volume":"1","author":"peng","year":"2002","journal-title":"Ecologic Science"},{"key":"ref28","first-page":"56","article-title":"Dissertationes Forestales 138 Estimating forest growth and carbon balance based on climate-sensitive forest growth model and remote sensing data","author":"h\u00e4rk\u00f6nen","year":"2012","journal-title":"Dissertationes Forestales"},{"key":"ref64","first-page":"47","article-title":"Study on wood density and chemistry components of Ginkgo biloba","volume":"4","author":"fei","year":"2000","journal-title":"Journal of Northeast Forestry University"},{"key":"ref27","article-title":"Modeling aboveground biomass in hulunber grassland ecosystem by using unmanned aerial vehicle discrete lidar","volume":"17","author":"wang","year":"2017","journal-title":"SENSORS"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1080\/21580103.2014.929052"},{"key":"ref66","first-page":"12","article-title":"Biomass estimation by coupling LiDAR data with forest growth model in conifer plantation","author":"taguchi","year":"0","journal-title":"Proc 28th Asian Assoc Remote Sens Conf"},{"key":"ref29","article-title":"Hybrid forest modelling of Pinus radiata D. Don in Canterbury, New Zealand","author":"pinjuv","year":"2006"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1111\/j.2041-210X.2011.00158.x"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2315649"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/s10661-015-4996-2"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s00468-014-0994-1"},{"key":"ref1","year":"2015","journal-title":"&#x201C;Global Forest Resources Assessment 2015 How are the world's forests changing?"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.14214\/sf.203"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2012.01.015"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.5589\/m06-007"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"1519","DOI":"10.3390\/rs4061519","article-title":"Development of a UAV-LiDAR system with application to forest inventory","volume":"4","author":"wallace","year":"2012","journal-title":"Remote Sens"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2017.1285083"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2018.11.001"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2017.03.019"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-1127(97)00026-1"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.foreco.2015.11.025"},{"key":"ref59","first-page":"20","author":"cao","year":"2007","journal-title":"Chinese Notes of Ginkgo Biloba"},{"key":"ref58","first-page":"78","article-title":"Studies on biomass productivity of three different agroforestry models in seacoast area","volume":"24","author":"peng","year":"2000","journal-title":"J Nanjing Forestry Univ"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1139\/X09-201"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.15302\/J-FASE-2017172"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2012.10.017"},{"key":"ref54","article-title":"3PG PJS User Manual","author":"sands","year":"2010"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-1127(01)00586-2"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.foreco.2008.03.049"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecoinf.2016.12.004"},{"key":"ref11","first-page":"131","author":"scott","year":"2006","journal-title":"Forest Inventory"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2012.672100"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2014.10.004"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2006.09.034"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(00)00210-8"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1641\/0006-3568(2002)052[0019:LRSFES]2.0.CO;2","article-title":"Lidar remote sensing for ecosystem studies","volume":"52","author":"lefsky","year":"2002","journal-title":"BioScience"},{"key":"ref82","doi-asserted-by":"crossref","first-page":"940","DOI":"10.3390\/rs9090940","article-title":"Estimating forest structural parameters using canopy metrics derived from airborne LiDAR data in subtropical forests","volume":"9","author":"zhang","year":"2017","journal-title":"Remote Sens"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2008.03.004"},{"key":"ref81","article-title":"A model development and application guide for generating an enhanced forest inventory using airborne laser scanning data and an area-based approach","author":"white","year":"2017"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/S0924-2716(99)00011-8"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.3390\/f6020360"},{"key":"ref18","first-page":"927","article-title":"Lidar remote sensing for ecosystem studies lidar, an emerging remote sensing technology that directly measures the three-dimensional distribution of plant canopies, can accurately estimate vegetation structural attributes and should be of particular intere","volume":"46","author":"lefsky","year":"2002","journal-title":"Psychological Reports"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1111\/j.1654-109X.2011.01125.x"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2009.11.021"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.3390\/rs4040830"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2486.2006.01188.x"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1093\/jof\/104.2.65","article-title":"Planted forests and biodiversity","volume":"104","author":"carnus","year":"2006","journal-title":"J Forestry"},{"key":"ref6","article-title":"Using remote sensing and process-based growth modeling to predict forest productivity across Western Oregon","author":"mcadam","year":"2015"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.foreco.2014.11.023"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1007\/s10584-005-9041-y"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1088\/1748-9326\/2\/4\/045023"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1016\/j.foreco.2008.12.025"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1093\/forestry\/cpu054"},{"key":"ref49","first-page":"12","article-title":"R: A language and environment for statistical computing","volume":"14","author":"development core team","year":"2014","journal-title":"R Foundation for Statistical Computing"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1016\/j.foreco.2004.01.029"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1016\/j.foreco.2012.09.031"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1155\/2012\/436537"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s00468-006-0119-6"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(99)00052-8"},{"key":"ref48","first-page":"4657","article-title":"Leaps: Regression subset selection","volume":"12","author":"lumley","year":"2009","journal-title":"EMBO J"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2012.02.023"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.14358\/PERS.76.6.701"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2016.03.016"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.5589\/m03-025"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2009.07.010"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/8950468\/08742677.pdf?arnumber=8742677","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,20]],"date-time":"2024-07-20T01:34:37Z","timestamp":1721439277000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8742677\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11]]},"references-count":88,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/jstars.2019.2918572","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,11]]}}}