JOURNAL OF NANJING FORESTRY UNIVERSITY ›› 2021, Vol. 45 ›› Issue (1): 131-140.doi: 10.12302/j.issn.1000-2006.202001025
Previous Articles Next Articles
YU Songping1,2(), LIU Zebin2, GUO Jianbin1,*(
), WANG Yanhui2, YU Pengtao2, WANG Lei1
Received:
2020-01-09
Accepted:
2020-05-13
Online:
2021-01-30
Published:
2021-02-01
Contact:
GUO Jianbin
E-mail:m18342800419@163.com;jianbinguo@bjfu.edu.cn
CLC Number:
YU Songping, LIU Zebin, GUO Jianbin, WANG Yanhui, YU Pengtao, WANG Lei. Stand transpiration characteristics of Larix principis-rupprechtii plantation and their influencing factors in Liupan Mountain[J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2021, 45(1): 131-140.
Table 2
Pearson’s correlation coefficients among various atmospheric factors"
变量 variable | W | Rn | Ta | HRH | DVPD | Ta,min | Ta,max | T |
---|---|---|---|---|---|---|---|---|
W | 1 | |||||||
Rn | 0.287** | 1 | ||||||
Ta | 0.029 | -0.025 | 1 | |||||
HRH | -0.536** | -0.720** | 0.014 | 1 | ||||
DVPD | 0.402** | 0.730** | 0.410** | -0.841** | 1 | |||
Ta,min | 0.021 | -0.058 | 0.999** | 0.043 | 0.380** | 1 | ||
Ta,max | 0.042 | 0.017 | 0.999** | -0.023 | 0.446** | 0.996** | 1 | |
T | 0.219** | 0.784** | 0.144 | -0.704** | 0.754** | 0.118 | 0.177* | 1 |
Table 4
Factor loading in comprehensive factors of atmospheric factors and standardized partial regression coefficients"
综合因子 comprehensive factor | Fac-1 | Fac-2 | Fac-3 | ||||
---|---|---|---|---|---|---|---|
Ta | Ta,min | Ta,max | Rn | DVPD | HRH | W | |
Fac-1 | 0.999 | 0.999 | 0.996 | -0.072 | 0.380 | 0.050 | 0.010 |
Fac-2 | 0.041 | 0.007 | 0.084 | 0.930 | 0.876 | -0.873 | 0.252 |
Fac-3 | 0.007 | 0.007 | 0.008 | 0.004 | 0.203 | -0.373 | 0.958 |
偏回归系数 partial regression coefficient | 2.736 | -0.521 | -1.218 | 0.485 | 0.347 | -0.063 | — |
综合贡献率 comprehensive contribution rate | 0.611 | 0.116 | 0.273 | 0.542 | 0.388 | 0.070 | 1 |
[1] |
ZHANG Y Q, PEÑA-ARANCIBIA J L, MCVICAR T R, et al. Multi-decadal trends in global terrestrial evapotranspiration and its components[J]. Scientific Reports, 2016,6(6):19124. DOI: 10.1038/srep19124.
doi: 10.1038/srep19124 |
[2] |
MONTALDO N, CURRELI M, CORONA R, et al. Fixed and variable components of evapotranspiration in a Mediterranean wild-olive-grass landscape mosaic[J]. Agricultural and Forest Meteorology, 2020,280:107769. DOI: 10.1016/j.agrformet.2019.107769.
doi: 10.1016/j.agrformet.2019.107769 |
[3] | 王渝淞, 贾国栋, 张永娥, 等. 北京山区侧柏林蒸散拆分研究[J]. 水土保持学报, 2019,33(2):272-278. |
WANG Y S, JIA G D, ZHANG Y E, et al. Study on the separation of evapotranspiration of Platycladus orientalis forest in Beijing mountains area[J]. J Soil and Water Conservation, 2019,33(2):272-278. DOI: 10.13870/j.cnki.stbcxb. | |
[4] |
KSTNER B, GRANIER A, CERMAK J. Sapflow measurements in forest stands: methods and uncertainties[J]. Annales of Forest Sciences, 1998,55(1/2):13-27. DOI: 10.1051/forest:19980102.
doi: 10.1051/forest:19980102 |
[5] | 邵明安, 贾小旭, 王云强, 等. 黄土高原土壤干层研究进展与展望[J]. 地球科学进展, 2016,31(1):14-22. |
SHAO M A, JIA X X, WANG Y Q, et al. A review of studies on dried soil layers in the Loess Plateau[J]. Advances in Earth Science, 2016,31(1):14-22. DOI: 10.11867/j.issn.1001-8166.2016.01.0014. | |
[6] | 孙慧珍, 周晓峰, 康绍忠. 应用热技术研究树干液流进展[J]. 应用生态学报, 2004,15(6):1074-1078. |
SUN H Z, ZHOU X F, KANG S Z. Research advance in application of heat technique in studying stem sap flow[J]. Chinese Journal of Applied Ecology, 2004,15(6):1074-1078. | |
[7] | 王韦娜, 张翔, 张立锋, 等. 蒸渗仪法和涡度相关法测定蒸散的比较[J]. 生态学杂志, 2019,38(11):3551-3559. |
WANG W N, ZHANG X, ZHANG L F, et al. A comparison study of the evapotranspiration measured by lysimeter and eddy covariance[J]. Chinese Journal of Ecology, 2019,38(11):3551-3559. DOI: 10.13292/j.1000-4890.201911.003. | |
[8] |
SWANSON R H, WHITFIELD D W A. A numerical analysis of heat pulse velocity theory and practice[J]. Journal of Experimental Botany, 1981,32(1):221-239. DOI: 10.1093/jxb/32.1.221.
doi: 10.1093/jxb/32.1.221 |
[9] |
赵秀华, 赵平, 周娟, 等. 热消散法(TDP)在5种竹子蒸腾耗水测定中的适用性评价[J]. 热带亚热带植物学报, 2015(5):567-575.
doi: 10.11926/j.issn.1005-3395.2015.05.012 |
ZHAO X H, ZHAO P, ZHOU J, et al. Applicability evaluation of transpiration of five bamboo species by using TDP (Thermal Dissipation Probe) method[J]. Journal of Tropical and Subtropical Botany, 2015(5):567-575. DOI: 10.11926/j.issn.1005-3395.2015.05.012. | |
[10] | 李海涛, 陈灵芝. 用于测定树干木质部蒸腾液流的热脉冲技术研究概况[J]. 植物学通报, 1997,14(4):24-29. |
LI H T, CHEN L Z. A introduction to the Heat-Pulse technique and its application to measuring the stem-sapflow in trees[J]. Chinese Bulletin of Botany, 1997,14(4):24-29. | |
[11] | LIU Z B, WANG Y H, TIAN A, et al. Modeling the response of daily evapotranspiration and its components of a larch plantation to the variation of weather, soil moisture and canopy leaf area index[J]. Journal of Geophysical Research: Atmospheres, 2018,123(14):7354-7374. DOI: 10.1029/2018JD028384. |
[12] |
莫康乐, 陈立欣, 周洁, 等. 永定河沿河沙地杨树人工林蒸腾耗水特征及其环境响应[J]. 生态学报, 2014,34(20):5812-5822.
doi: 10.5846/stxb201301280172 |
MO K L, CHEN L X, ZHOU J, et al. Transpiration responses of a poplar plantation to the environmental conditions on a floodplain in northern China[J]. Acta Ecologica Sinica, 2014,34(20):5812-5822. DOI: 10.5846/stxb201301280172. | |
[13] |
HUANG J, ZHOU Y, YIN L, et al. Climatic controls on sap flow dynamics and used water sources of Salix psammophilain a semi-arid environment in northwest China[J]. Environmental Earth Sciences, 2015,73(1):289-301. DOI: 10.1007/s12665-014-3505-1.
doi: 10.1007/s12665-014-3505-1 |
[14] | 胡静霞, 杨新兵. 清水河流域典型林分类型土壤水分特征研究[J]. 西南农业学报, 2018,31(1):118-125. |
HU J X, YANG X B. Study on soil water characteristics of typical forest types in Qingshui River Basin[J]. Southwest China Journal of Agricultural Sciences, 2018,31(1):118-125. DOI: 10.16213/j.cnki.scjas.2018.1.021. | |
[15] | 罗超, 查同刚, 朱梦洵, 等. 浅层地下水对华北地区河岸杨树林树干液流的影响[J]. 应用生态学报, 2016,27(5):1401-1407. DOI: 10.13287/j.1001-9332.201605.025. |
LUO C, ZHA T G, ZHU M X, et al. Influences of shallow groundwater on sap flow of riparian poplar plantations in northern China[J]. Chinese Journal of Applied Ecology, 2016,27(5):1401-1407. DOI: 10.13287/j.1001-9332.201605.025. | |
[16] |
ZHANG X M, LI X Y, ZENG F J, et al. Water use by perennial plants in the transition zone between river oasis and desert in NW China[J]. Basic and Applied Ecology, 2006,7(3):253-267. DOI: 10.1016/j.baae.2005.07.008.
doi: 10.1016/j.baae.2005.07.008 |
[17] |
TIAN A, WANG Y H, ASHLEY A W, et al. Partitioning the causes of spatiotemporal variation in the sunny day sap flux density of a larch plantation on a hillslope in northwest China[J]. Journal of Hydrology, 2019,571:503-515. DOI: 10.1016/j.jhydrol.2019.02.004.
doi: 10.1016/j.jhydrol.2019.02.004 |
[18] |
LI Z H, YU P T, WANG Y H, et al. A model coupling the effects of soil moisture and potential evaporation on the tree transpiration of a semi-arid larch plantation[J]. Ecohydrology, 2017,10(1):e1764. DOI: 10.1002/eco.1764.
doi: 10.1002/eco.v10.1 |
[19] | 刘泽彬, 王彦辉, 徐丽宏, 等. 六盘山华北落叶松林坡面的土壤含水量时间稳定性[J]. 水土保持学报, 2017,31(1):153-159. |
LIU Z B, WANG Y H, XU L H, et al. Temporal Stability of soil moisture on a slope covered by Larix principis-rupprechtii plantation in Liupan Mountains[J]. Journal of Soil and Water Conservation, 2017,31(1):153-159. DOI: 10.13870/j.cnki.stbcxb.2017.01.026. | |
[20] |
HONG L, GUO J B, LIU Z B, et al. Time-lag effect between sap flow and environmental factors of Larix principis-rupprechtii Mayr[J]. Forests, 2019,10(11):971. DOI: 10.3390/f10110971.
doi: 10.3390/f10110971 |
[21] | 赵平. 整树水力导度协同冠层气孔导度调节森林蒸腾[J]. 生态学报, 2011,31(4):1164-1173. |
ZHAO P. On the coordinated regulation of forest transpiration by hydraulic conductance and canopy stomatal conductance[J]. Acta Ecologica Sinica, 2011,31(4):1164-1173. | |
[22] |
贾国栋, 陈立欣, 李瀚之, 等. 北方土石山区典型树种耗水特征及环境影响因子[J]. 生态学报, 2018,38(10):3441-3452.
doi: 10.5846/stxb201703310559 |
JIA G D, CHEN L X, LI H Z, et al. The effect of environmental factors on plant water consumption characteristics in a northern rocky mountainous area[J]. Acta Ecologica Sinica, 2018,38(10):3441-3452. DOI: 10.5846/stxb201703310559. | |
[23] |
GUO Q Q, ZHANG W H. Sap flow of Abies georgei var. smithii and its relationship with the environment factors in the Tibetan Subalpine region, China[J]. Journal of Mountain Science, 2015,12(6):1373-1382. DOI: 10.1007/s11629-015-3618-3.
doi: 10.1007/s11629-015-3618-3 |
[24] |
HAN C, CHEN N, ZHANG C K, et al. Sap flow and responses to meteorological about the Larix principis-rupprechtii plantation in Gansu Xinlong Mountain, northwestern China[J]. Forest Ecology and Management, 2019,451:117519. DOI: 10.1016/j.foreco.2019.117519.
doi: 10.1016/j.foreco.2019.117519 |
[25] | MEINZER F C, HINCKLEY T M, CEULEMANS R. Apparent responses of stomata to transpiration and humidity in a hybrid poplar canopy[J]. Plant Cell & Environment, 2010,20(10):1301-1308. DOI: 10.1046/j.1365-3040.1997.d01-18.x. |
[26] | 陈立欣, 李湛东, 张志强, 等. 北方四种城市树木蒸腾耗水的环境响应[J]. 应用生态学报, 2009,20(12):2861-2870. DOI: 10.13287/j.1001-9332.2009.0426. |
CHEN L X, LI Z D, ZHANG Z Q, et al. Environmental responses of four urban tree species transpiration in northern China[J]. Chinese Journal of Applied Ecology, 2009,20(12):2861-2870. DOI: 10.13287/j.1001-9332.2009.0426. | |
[27] | 韩磊, 孙兆军, 展秀丽, 等. 宁夏河东沙区柠条植株叶片蒸腾对干旱胁迫的响应[J]. 生态环境学报, 2015,24(5):756-761. |
HAN L, SUN Z J, ZHAN X L, et al. Research on leaf transpiration response to soil water stress of Caragana korshinskii Kom. in Hedong sandy land of Ningxia[J]. Ecology and Environment Sciences, 2015,24(5):756-761. DOI: 10.16258/j.cnki.1674-5906.2015.05.005. | |
[28] |
GUAN D X, ZHANG X J, YUAN F H, et al. The relationship between sap flow of intercropped young poplar trees (Populus×euramericana cv. N3016) and environmental factors in a semiarid region of northeastern China[J]. Hydrological Processes, 2012,26(19):2925-2937. DOI: 10.1002/hyp.8250.
doi: 10.1002/hyp.v26.19 |
[29] | FLETCHER A L, SINCLAIR T R, ALLEN L H JR. Transpiration responses to vapor pressure deficit in well watered ‘slow-wilting’ and commercial soybean[J]. Environmental & Experimental Botany, 2007,61(2):145-151. DOI: 10.1016/j.envexpbot.2007.05.004. |
[30] | 刘文娜, 贾剑波, 余新晓, 等. 华北山区侧柏冠层气孔导度特征及其对环境因子的响应[J]. 应用生态学报, 2017,28(10):3217-3226. |
LIU W N, JIA J B, YU X X, et al. Characteristics of canopy stomatal conductance of Platycladus orientalis and its responses to environmental factors in the mountainous area of north China[J]. Chinese Journal of Applied Ecology, 2017,28(10):3217-3226. DOI: 10.13287/j.1001-9332.201710.027. | |
[31] |
熊伟, 王彦辉, 徐德应. 宁南山区华北落叶松人工林蒸腾耗水规律及其对环境因子的响应[J]. 林业科学, 2003,39(2):1-6.
doi: 10.11707/j.1001-7488.20030201 |
XIONG W, WANG Y H, XU D Y. Regulations of water use for transpiration of Larix principi-rupprechtii plantation and its response on environment factors in southern Ningxia hilly area[J]. Scientia Silvae Sinicae, 2003,39(2):1-6. DOI: 10.3321/j.issn:1001-7488.2003.02.001. | |
[32] |
赵春彦, 司建华, 冯起, 等. 风对极端干旱区胡杨蒸腾速率的影响[J]. 冰川冻土, 2015,37(4):1104-1111.
doi: 10.7522/j.issn.1000-0240.2015.0123 |
ZHAO C Y, SI J H, FENG Q, et al. Effect of wind speed on transpiration rate of Populus euphratica in extreme arid deserts[J]. Journal of Glaciology and Geocryology, 2015,37(4):1104-1111. DOI: 10.7522/j.issn.1000-0240.2015.0123. | |
[33] |
SCHYMANSKI S J. Wind effects on leaf transpiration challenge the concept of “potential evaporation”[J]. Proceedings of the International Association of Hydrological Sciences, 2015,371:99-107. DOI: 10.5194/piahs-371-99-2015.
doi: 10.5194/piahs-371-99-2015 |
[34] | 王小菲, 孙永玉, 李昆, 等. 山合欢树干液流的季节变化[J]. 生态学杂志, 2013,32(3):597-603. |
WANG X F, SUN Y Y, LI K, et al. Seasonal dynamics of Albizia kalkora stem sap flow in Yunmou dry-hot valley of southwest China[J]. Chinese Journal of Ecology, 2013,32(3):597-603. DOI: 10.13292/j.1000-4890.2013.0106. | |
[35] |
ZHANG R F, XU X L, LIU M X, et al. Hysteresis in sap flow and its controlling mechanisms for a deciduous broad-leaved tree species in a humid Karst region[J]. Science China (Earth Sciences), 2019,62(11):1744-1755. DOI: 10.1007/s11430-018-9294-5.
doi: 10.1007/s11430-018-9294-5 |
[36] | 刘泽彬. 六盘山坡面华北落叶松林水文影响的时空变化及尺度转换[D]. 北京:中国林业科学研究院, 2018. |
LIU Z B. Spatio-temporal variations and scale transition of hydrological impact of Larix principis-ruprechrii plantation on a slope of Liupan Mountains, China[D]. Beijing: Chinese Academy of Forestry, 2018. | |
[37] |
ALLEN C D, BRESHEARS D D. Drought-induced shift of a forest-woodland ecotone: rapid landscape response to climate variation[J]. Proceedings of the National Academy of Sciences of the United States of America, 1998,95(25):14839-14842.DOI: 10.1073/pnas.95.25.14839.
doi: 10.1073/pnas.95.25.14839 pmid: 9843976 |
[38] | 刘潇潇, 何秋月, 闫美杰, 等. 黄土丘陵区辽东栎群落优势种和主要伴生种树干液流动态特征[J]. 生态学报, 2018,38(13):4744-4751. |
LIU X X, HE Q Y, YAN M J, et al. Characteristics of sap flow dynamics in dominant and companion trees in a natural secondary oak forest in the loess hilly region[J]. Acta Ecologica Sinica, 2018,38(13):4744-4751. DOI: 10.5846/stxb201707131269. | |
[39] |
汤鹏程, 徐冰, 高占义, 等. 西藏高海拔地区气象数据缺失条件下的ET0计算研究[J]. 水利学报, 2017,48(9):1055-1063.
doi: 10.13243/j.cnki.slxb.20170002 |
TANG P C, XU B, GAO Z Y, et al. Simplified limited data ET0 equation adapted for high-elevation locations in Tibet[J]. Journal of Hydraulic Engineering, 2017,48(9):1055-1063. DOI: 10.13243/j.cnki.slxb.20170002. | |
[40] | 曹恭祥, 熊伟, 王彦辉, 等. 宁夏六盘山华山松树干液流的动态研究[J]. 内蒙古农业大学学报(自然科学版), 2010,31(2):42-47. |
CAO G X, XIONG W, WANG Y H, et al. A research on stem sap flow dynamics of Pinus Armandii in Liupan Mountains of Ningxia[J]. Journal of Inner Mongolia Agricultural University (Natural Science Edition), 2010,31(2):42-47. | |
[41] | JARVIS P G. Stomatal control of transpiration: scaling up from leaf to region[J]. Advances in Ecological Research, 1986,15(15):1-49. DOI: 10.1016/S0065-2504(08)60119-1. |
[42] |
LLORENS P, POYATOS R, LATRON J, et al. A multi-year study of rainfall and soil water controls on Scots pine transpiration under Mediterranean mountain conditions[J]. Hydrological Processes, 2010,24(21):3053-3064. DOI: 10.1002/hyp.7720.
doi: 10.1002/hyp.v24:21 |
[43] | 陈亚宁, 李卫红, 陈亚鹏, 等. 荒漠河岸林建群植物的水分利用过程分析[J]. 干旱区研究, 2018,35(1):130-136. |
CHEN Y N, LI W H, CHEN Y P, et al. Water use process of constructive plants in desert riparian forest[J]. Arid Zone Research, 2018,35(1):130-136.DOI: 10.13866/j.azr.2018.01.16. | |
[44] |
ZHAO Y L, WANG Y Q, HE M N, et al. Transference of Robinia pseudoacacia water-use patterns from deep to shallow soil layers during the transition period between the dry and rainy seasons in a water-limited region[J]. Forest Ecology and Management, 2020,457:117727. DOI: 10.1016/j.foreco.2019.117727.
doi: 10.1016/j.foreco.2019.117727 |
[1] | WANG Yunni, CAO Gongxiang, XU Lihong, CHEN Shengnan. Evapotranspiration characteristics of Larix principis-rupprechtii plantation and its impact factors in the Daqing Mountains of Inner Mongolia [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2023, 47(4): 148-156. |
[2] | LIN Wenqi, JIA Guodong. Research progresses on stable isotopes of water transformation in SPAC system [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2023, 47(2): 234-242. |
[3] | SHENG Houcai, YAO Yuefeng, CAI Tijiu, GUO Na, JU Cunyong. Effects of phenoseason on transfer of potassium and sodium ions in the process of rainfall redistribution in larch (Larix gmelinii) plantations [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2021, 45(6): 143-150. |
[4] | HUI Hao, GUAN Qingwei, WANG Yaru, LIN Xinyu, CHEN Bin, WANG Gang, HU Yue, HU Jingdong. Effects of different forest management modes on soil nitrogen content and enzyme activity [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2021, 45(4): 151-158. |
[5] | REN Shiqi, ZHU Yuanli, LIANG Yanfang, CHEN Jianbo, LU Cuixiang, WU Qi, WEI Zhendao. Evapotranspiration characteristics of middle-aged Eucalyptus urophylla×E. grandis plantation based on Penman-Monteith model in Nanning, Guangxi [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2021, 45(2): 127-134. |
[6] | WU Dan, CAO Wei, SHAO Quanqin, ZHAO Zhiping. Influences of grassland degradation on soil saturated moisture content in the Three-River Headwaters Region [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2018, 42(03): 182-186. |
[7] | LIU Yanhui, DING Fangjun, SHU Deyuan, CUI Yingchun, HOU Yiju, ZHAO Wenjun. Characteristics of sap flow of Cyclobalanopsis gracilis in Maolan Karst original forests and its response to environmental factors [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2017, 41(03): 77-85. |
[8] | YU Zhengxiang, HAN Guangzhong, CAI Tijiu, JU Cunyong, ZHU Binbin. Comparison between GF-1 data and Landsat-8 data in inversing SWE of the forest in the northern of Daxing’an Mountain [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2017, 41(03): 105-111. |
[9] | SHI Lei, SHENG Houcai, MAN Xiuling, CAI Tijiu. Rainfall redistribution and the spatial heterogeneity of throughfall in Larix gmelinii forest, northeast China [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2017, 41(02): 90-96. |
[10] | WAN Yanfang1, 3, LIU Xiande1, 2*, YU Pengtao, MA Rui, WANG Shunli, WANG Yanhui, LI Xiaoqing1, 3. Characteristics of the throughfall of Berberis diaphana and the factors influencing it in the Qilian Mountain [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2017, 41(02): 97-102. |
[11] | TAO Jixing, WANG Wenwu, XU Da, ZHANG Guojiang, JI Biyong, WU Weizhi, TAN Ying. Monthly distribution of tree volume growth rate based on continuous monitoring data of fixed sample plots [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2017, 41(02): 111-116. |
[12] | ZHU Binbin, MAN Xiuling, YU Zhengxiang, HU Yue, MA Peiwen. Forming process of snowmelt-runoff of forest watershed in northern region of Da Hinggan Mountains [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2016, 40(06): 69-75. |
[13] | LIU Yujie, MAN Xiuling. Simulation of canopy rainfall interception of the Larix gmelinii forest by the modified Gash model in Greater Hinggan Mountains [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2016, 40(04): 81-88. |
[14] | SHI Lei, SHENG Houcai, MAN Xiuling, CAI Tijiu. A review of the calculation method of water consumption by tree transpiration in different scales [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2016, 40(04): 149-156. |
[15] | ZHANG Qian, JU Weimin, YANG Fengting, CAO Lin, FENG Yongkang. Implementation and analysis of multi-angle hyperspectral observation system for forest canopy [J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2016, 40(03): 101-107. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||