林业科学 ›› 2020, Vol. 56 ›› Issue (12): 28-38.doi: 10.11707/j.1001-7488.20201204
于健1,2,陈佳佳1,周光2,3,刘国华1,王永平1,李俊清2,刘琪璟2,*
收稿日期:
2020-05-06
出版日期:
2020-12-25
发布日期:
2021-01-22
通讯作者:
刘琪璟
基金资助:
Jian Yu1,2,Jiajia Chen1,Guang Zhou2,3,Guohua Liu1,Yongping Wang1,Junqing Li2,Qijing Liu2,*
Received:
2020-05-06
Online:
2020-12-25
Published:
2021-01-22
Contact:
Qijing Liu
摘要:
目的: 探讨横断山脉中部地区川滇冷杉和丽江云杉树木径向生长对气象因子的响应,以期为进一步重建我国西南地区气候变化历史提供基础数据,同时也为全球气候变化背景下川滇冷杉和丽江云杉的分布预测和保护研究提供理论参考。方法: 基于树轮气候学方法,获取云南省香格里拉县小中甸地区寒温带针叶林主要树种川滇冷杉和丽江云杉树轮宽度资料,分别建立标准年表,分析2个年表与气象因子的关系。结果: 2个树种对气象因子的响应存在差异,川滇冷杉较丽江云杉对气象因子的响应更加敏感,更适合用于树轮气候学研究;响应函数分析表明,气温对川滇冷杉径向生长的限制作用明显强于丽江云杉,川滇冷杉径向生长主要与上年11月和当年8月平均气温显著正相关(P < 0.05),与上年11月和当年4月最高气温显著正相关(P < 0.05),与上年5月最低气温显著正相关(P < 0.05),与当年3月降水量显著正相关(P < 0.05);空间相关分析揭示,川滇冷杉标准年表能在较大的地理范围空间反映上年11月最低气温变化,且在研究区域附近二者相关性最高;未来全球气候变暖将对上述2个树种径向生长产生促进作用。结论: 在横断山脉中部高海拔地区,气温是限制川滇冷杉和丽江云杉树木径向生长的主要气象因子,2个树种径向生长对气象因子的响应表现出一定差异。利用年轮研究2个树种的种群生长动态及其对气候变化的响应关系具有很大潜力。
中图分类号:
于健,陈佳佳,周光,刘国华,王永平,李俊清,刘琪璟. 横断山脉中部川滇冷杉和丽江云杉径向生长对气象因子的响应[J]. 林业科学, 2020, 56(12): 28-38.
Jian Yu,Jiajia Chen,Guang Zhou,Guohua Liu,Yongping Wang,Junqing Li,Qijing Liu. Response of Radial Growth of Abies forrestii and Picea likiangensis to Climate Factors in the Central Hengduan Mountains, Southwest China[J]. Scientia Silvae Sinicae, 2020, 56(12): 28-38.
表1
川滇冷杉和丽江云杉标准年表的统计特征及共同区间分析"
统计特征 Statistic characteristics | 川滇冷杉 A. forrestii | 丽江云杉 P. likiangensis |
公共区间 Common interval | 1888—2007 | 1856—2003 |
平均值 Mean value | 0.98 | 0.98 |
平均敏感度 Mean sensitivity | 0.14 | 0.10 |
标准差 Standard deviation | 0.23 | 0.13 |
一阶自相关 First-order autocorrelation | 0.67 | 0.50 |
树间相关系数 Inter-tree correlation | 0.32 | 0.25 |
信噪比 Signal-to-noise ratio | 13.43 | 15.19 |
样本总体代表性 Expressed population signal | 0.93 | 0.94 |
第一主成分方差解释量 Variation in first eigenvector (%) | 37.23 | 29.09 |
白雪, 范泽鑫. 哀牢山中山湿性常绿阔叶林水青树年轮宽度对气候变化的响应. 林业科学, 2018, 54 (3): 161- 167. | |
Bai X , Fan Z X . Response of tree ring width to climate change of Tetracentron sinensis in humid evergreen broad-leaved forest in the middle Ailao Mountains. Scientia Silvae Sinicae, 2018, 54 (3): 161- 167. | |
范广洲, 华维, 黄先伦, 等. 青藏高原植被变化对区域气候影响研究进展. 高原山地气象研究, 2008, 28 (1): 72- 80.
doi: 10.3969/j.issn.1674-2184.2008.01.013 |
|
Fan G Z , Hua W , Huang X L , et al. Advances of the study on influence of vegetation change over Tibetan Plateau on regional climate. Plateau and Mountain Meteorology Research, 2008, 28 (1): 72- 80.
doi: 10.3969/j.issn.1674-2184.2008.01.013 |
|
高露双, 王晓明, 赵秀海. 长白山过渡带红松和鱼鳞云杉径向生长对气候因子的响应. 植物生态学报, 2011, 35 (1): 27- 34. | |
Gao L S , Wang X M , Zhao X H . Response of Pinus koraiensis and Picea jezoensis var. komaroviito climate in the transition zone of Changbai Mountain. Chinese Journal of Plant Ecology, 2011, 35 (1): 27- 34. | |
李锡文, 李捷. 横断山脉地区种子植物区系的初步研究. 云南植物研究, 1993, 15 (3): 217- 231. | |
Li X W , Li J . A preliminary floristic study on the seed plants from the region of Hengduan Mountain. Acta Botanica Yunnanica, 1993, 15 (3): 217- 231. | |
刘国华, 傅伯杰. 全球气候变化对森林生态系统的影响. 自然资源学报, 2001, 16 (1): 71- 78.
doi: 10.3321/j.issn:1000-3037.2001.01.013 |
|
Liu G H , Fu B J . Effects of global climate change on forest ecosystems. Journal of Natural Resources, 2001, 16 (1): 71- 78.
doi: 10.3321/j.issn:1000-3037.2001.01.013 |
|
吴祥定. 树木年轮与气候变化. 北京: 气象出版社, 1990. | |
Wu X D . Tree rings and climate change. Beijing: China Meteorological Press, 1990. | |
吴祥定, 林振耀. 横断山区近代气候变化的研究. 地理研究, 1987, 6 (2): 48- 56. | |
Wu X D , Lin Z Y . A preliminary study of the modern climatic change in Hengduan Mountains. Geographical Research, 1987, 6 (2): 48- 56. | |
于健, 林万众, 闫伯前, 等. 基于树木年轮重建秦岭太白山1872年以来6-8月最低温度变化. 第四纪研究, 2018, 38 (4): 971- 980. | |
Yu J , Lin W Z , Yan B Q , et al. Tree-ring reconstruction of June-August minimum temperature back to AD 1872 in Qinling Mountains, Northwest China. Quaternary Sciences, 2018, 38 (4): 971- 980. | |
于健, 刘琪璟, 周光, 等. 小兴安岭红松和鱼鳞云杉径向生长对气候变化的响应. 应用生态学报, 2017, 28 (11): 3451- 3460. | |
Yu J , Liu Q J , Zhou G , et al. Response of radial growth of Pinus koraiensis and Picea jezoensis to climate change in Xiaoxing'anling Mountains, Northeast China. Chinese Journal of Applied Ecology, 2017, 28 (11): 3451- 3460. | |
于健, 徐倩倩, 刘文慧, 等. 长白山东坡不同海拔长白落叶松径向生长对气候变化的响应. 植物生态学报, 2016, 40 (1): 24- 35. | |
Yu J , Xu Q Q , Liu W H , et al. Response of radial growth to climate change for Larix olgensis along an altitudinal gradient on the eastern slope of Changbai Mountain, Northeast China. Chinese Journal of Plant Ecology, 2016, 40 (1): 24- 35. | |
张赟, 尹定财, 田昆, 等. 玉龙雪山不同海拔丽江云杉径向生长对气候变异的响应. 植物生态学报, 2018, 42 (6): 629- 639. | |
Zhang Y , Yin D C , Tian K , et al. Radial growth responses of Picea likiangensis to climate variabilities at different altitudes in Yulong Snow Mountain, southwest China. Chinese Journal of Plant Ecology, 2018, 42 (6): 629- 639. | |
赵志江, 郭文霞, 康东伟, 等. 川西亚高山岷江冷杉和紫果云杉径向生长对气候因子的响应. 林业科学, 2019, 55 (7): 1- 16. | |
Zhao Z J , Guo W X , Kang D W , et al. Responses of radial growth of Abies faxoniana and Picea purpurea to climatic factors in subalpine of western Sichuan. Scientia Silvae Sinicae, 2019, 55 (7): 1- 16. | |
赵志江, 谭留夷, 康东伟, 等. 云南小中甸地区丽江云杉径向生长对气候变化的响应. 应用生态学报, 2012, 23 (3): 603- 609. | |
Zhao Z J , Tan L Y , Kang D W , et al. Responses of Picea likiangensis radial growth to climate change in the Small Zhongdian area of Yunnan Province, Southwest China. Chinese Journal of Applied Ecology, 2012, 23 (3): 603- 609. | |
Bi Y F , Xu J C , Gebrekirstos A , et al. Assessing drought variability since 1650 AD from tree-rings on the Jade Dragon Snow Mountain, southwest China. International Journal of Climatology, 2015, 35 (14): 4057- 4065.
doi: 10.1002/joc.4264 |
|
Biondi F , Waikul K . DENDROCLIM2002:A C++ program for statistical calibration of climate signals in tree-ring chronologies. Computers & Geosciences, 2004, 30 (3): 303- 311. | |
Borgaonkar H P , Ram S , Sikder A B . Assessment of tree-ring analysis of high-elevation Cedrus deodara D. Don from Western Himalaya (India) in relation to climate and glacier fluctuations. Dendrochronologia, 2009, 27 (1): 59- 69. | |
Bräuning A , Mantwill B . Summer temperature and summer monsoon history on the Tibetan Plateau during the last 400 years recorded by tree rings. Geophysical Research Letters, 2004, 31 (24): L24205.
doi: 10.1029/2004GL020793 |
|
Briffa K R , Osborn T J , Schweingruber F H , et al. Low-frequency temperature variations from a northern tree ring density network. Journal of Geophysical Research:Atmospheres, 2001, 106 (D3): 2929- 2941.
doi: 10.1029/2000JD900617 |
|
Briffa K R , Schweingruber F H , Jones P D , et al. Reduced sensitivity of recent tree-growth to temperature at high northern latitudes. Nature, 1998, 391 (6668): 678- 682.
doi: 10.1038/35596 |
|
Bunn A G , Salzer M W , Anchukaitis K J , et al. Spatiotemporal variability in the climate growth gesponse of high elevation bristlecone pine in the white mountains of California. Geophysical Research Letters, 2018, 45 (24): 13312- 13321. | |
Cao J , Zhao B , Gao L S , et al. Increasing temperature sensitivity caused by climate warming, evidence from Northeastern China. Dendrochronologia, 2018, 51, 101- 111.
doi: 10.1016/j.dendro.2018.06.007 |
|
Chen F , Yuan Y J , Chen F H , et al. Reconstruction of spring temperature on the southern edge of the Gobi Desert, Asia, reveals recent climatic warming. Palaeogeography, Palaeoclimatology, Palaeoecology, 2014, 409, 145- 152.
doi: 10.1016/j.palaeo.2014.05.015 |
|
Chen F , Yuan Y J , Fan Z X , et al. A winter precipitation reconstruction (CE 1810-2012) in the southeastern Tibetan Plateau and its relationship to salween river streamflow variations. Pure and Applied Geophysics, 2018, 175 (6): 2279- 2291.
doi: 10.1007/s00024-018-1777-1 |
|
Cheng X H , Lü L X , Büntgen U , et al. Increased El Niño-Southern Oscillation sensitivity of tree growth on the southern Tibetan Plateau since the 1970s. International Journal of Climatology, 2019, 39, 3465- 3475.
doi: 10.1002/joc.6032 |
|
D'Arrigo R , Wilson R , Liepert B , et al. On the 'divergence problem' in northern forests:a review of the tree-ring evidence and possible causes. Global and Planetary Change, 2008, 60 (3/4): 289- 305. | |
Fan Z X , Bräuning A , Cao K F . Annual temperature reconstruction in the central Hengduan Mountains, China, as deduced from tree rings. Dendrochronologia, 2008, 26 (2): 97- 107.
doi: 10.1016/j.dendro.2008.01.003 |
|
Fan Z X , Bräuning A , Cao K F , et al. Growth-climate responses of high-elevation conifers in the central Hengduan Mountains, southwestern China. Forest Ecology and Management, 2009, 258 (3): 306- 313.
doi: 10.1016/j.foreco.2009.04.017 |
|
Fang K Y , Guo Z T , Chen D L , et al. Interdecadal modulation of the Atlantic Multi-decadal Oscillation (AMO) on southwest China's temperature over the past 250 years. Climate Dynamics, 2018, 52 (3/4): 2055- 2065. | |
Flower A , Smith D J . A dendroclimatic reconstruction of June-July mean temperature in the northern Canadian Rocky Mountains. Dendrochronologia, 2011, 29 (1): 55- 63.
doi: 10.1016/j.dendro.2010.10.001 |
|
Fonti P , Jansen S . Xylem plasticity in response to climate. New Phytologist, 2012, 195 (4): 734- 736.
doi: 10.1111/j.1469-8137.2012.04252.x |
|
Fritts H C . Tree rings and climate. London: Academic Press, 1976. | |
Gao L L , Gou X H , Deng Y , et al. Climate-growth analysis of Qilian juniper across an altitudinal gradient in the central Qilian Mountains, northwest China. Trees, 2013, 27, 379- 388.
doi: 10.1007/s00468-012-0776-6 |
|
Gao L L , Gou X H , Deng Y , et al. Assessing the influences of tree species, elevation and climate on tree-ring growth in the Qilian Mountains of northwest China. Trees, 2017, 31 (2): 393- 404.
doi: 10.1007/s00468-015-1294-0 |
|
Gou X H , Chen F H , Jacoby G , et al. Rapid tree growth with respect to the last 400 years in response to climate warming, northeastern Tibetan Plateau. International Journal of Climatology, 2007, 27 (11): 1497- 1503.
doi: 10.1002/joc.1480 |
|
Gou X H , Yang T , Gao L L , et al. A 457-year reconstruction of precipitation in the southeastern Qinghai-Tibet Plateau, China using tree-ring records. Chinese Science Bulletin, 2013, 58 (10): 1107- 1114.
doi: 10.1007/s11434-012-5539-7 |
|
Guo M M , Zhang Y D , Wang X C , et al. The responses of dominant tree species to climate warming at the treeline on the eastern edge of the Tibetan Plateau. Forest Ecology and Management, 2018, 425, 21- 26.
doi: 10.1016/j.foreco.2018.05.021 |
|
Holmes R L . Computer-assisted quality control in tree-ring dating and measurement. Tree-Ring Bulletin, 1983, 43 (3): 69- 78. | |
Huang R , Zhu H F , Liang E Y , et al. A tree-ring-based summer (June-July) minimum temperature reconstruction for the western Kunlun Mountains since AD 1681. Theoretical and Applied Climatology, 2019a, 138 (1): 673- 682. | |
Huang R , Zhu H F , Liang E Y , et al. A tree ring-based winter temperature reconstruction for the southeastern Tibetan Plateau since 1340 CE. Climate Dynamics, 2019b, 53 (5): 3221- 3233. | |
Li T , Li J B . A 564-year annual minimum temperature reconstruction for the east central Tibetan Plateau from tree rings. Global and Planetary Change, 2017, 157, 165- 173.
doi: 10.1016/j.gloplacha.2017.08.018 |
|
Li Z S , Zhang Q B , Ma K P . Tree-ring reconstruction of summer temperature for A.D. 1475-2003 in the central Hengduan Mountains, Northwestern Yunnan, China. Climatic Change, 2011, 110 (1/2): 455- 467. | |
Liang E Y , Shao X M , Xu Y . Tree-ring evidence of recent abnormal warming on the southeast Tibetan Plateau. Theoretical and Applied Climatology, 2009, 98 (1/2): 9- 18. | |
Liang H X , Lyu L X , Wahab M . A 382-year reconstruction of August mean minimum temperature from tree-ring maximum latewood density on the southeastern Tibetan Plateau, China. Dendrochronologia, 2016, 37, 1- 8.
doi: 10.1016/j.dendro.2015.11.001 |
|
Lü L X , Zhang Q B , Pellatt M G , et al. Drought limitation on tree growth at the Northern Hemisphere's highest tree line. Dendrochronologia, 2019, 53, 40- 47.
doi: 10.1016/j.dendro.2018.11.006 |
|
Lü S N , Wang X C , Zhang Y D , et al. Different responses of Korean pine (Pinus koraiensis) and Mongolia oak (Quercus mongolica) growth to recent climate warming in northeast China. Dendrochronologia, 2017, 45, 113- 122.
doi: 10.1016/j.dendro.2017.08.002 |
|
Panthi S , Bräuning A , Zhou Z K , et al. Growth response of Abies georgei to climate increases with elevation in the central Hengduan Mountains, southwestern China. Dendrochronologia, 2018, 47, 1- 9.
doi: 10.1016/j.dendro.2017.11.001 |
|
Pederson N , Cook E R , Jacoby G C , et al. The influence of winter temperatures on the annual radial growth of six northern range margin tree species. Dendrochronologia, 2004, 22 (1): 7- 29.
doi: 10.1016/j.dendro.2004.09.005 |
|
Pitman K J , Smith D J . A dendroclimatic analysis of mountain hemlock (Tsuga mertensiana) ring-width and maximum density parameters, southern British Columbia Coast Mountains, Canada. Dendrochronologia, 2013, 31 (3): 165- 174.
doi: 10.1016/j.dendro.2013.05.002 |
|
Shi J F , Cook E R , Li J B , et al. Unprecedented January-July warming recorded in a 178-year tree-ring width chronology in the Dabie Mountains, southeastern China. Palaeogeography, Palaeoclimatology, Palaeoecology, 2013, 381/382, 92- 97.
doi: 10.1016/j.palaeo.2013.04.018 |
|
Shi J F , Cook E R , Lu H Y , et al. Tree-ring based winter temperature reconstruction for the lower reaches of the Yangtze River in southeast China. Climate Research, 2010, 41 (2): 169- 176. | |
Shi S Y , Li J B , Shi J F , et al. Three centuries of winter temperature change on the southeastern Tibetan Plateau and its relationship with the Atlantic Multidecadal Oscillation. Climate Dynamics, 2017, 49, 1305- 1319.
doi: 10.1007/s00382-016-3381-3 |
|
Sun C F , Liu Y . Tree-ring-based drought variability in the eastern region of the Silk Road and its linkages to the Pacific Ocean. Ecological Indicators, 2019, 96, 421- 429.
doi: 10.1016/j.ecolind.2018.09.032 |
|
Toledo M , Poorter L , Peña-Claros M , et al. Climate is a stronger driver of tree and forest growth rates than soil and disturbance. Journal of Ecology, 2011, 99 (1): 254- 264.
doi: 10.1111/j.1365-2745.2010.01741.x |
|
Trumbore S , Brando P , Hartmann H . Forest health and global change. Science, 2015, 349 (6250): 814.
doi: 10.1126/science.aac6759 |
|
Wang L , Fang K Y , Chen D , et al. Intensified variability of the El Niño-Southern Oscillation enhances its modulations on tree growths in southeastern China over the past 218 years. International Journal of Climatology, 2018, 38 (15): 5293- 5304. | |
Wigley T , Briffa K R , Jones P D . On the average value of correlated time series, with applications in dendroclimatology and hydrometeorology. Journal of Climatology & Applied Meteorology, 1984, 23 (2): 201- 213. | |
Williams A P , Allen C D , Macalady A K , et al. Temperature as a potent driver of regional forest drought stress and tree mortality. Nature Climate Change, 2013, 3 (3): 292- 297.
doi: 10.1038/nclimate1693 |
|
Wu X D , Lin Z Y , Sun L . A preliminary study on the climatic change of the Hengduan Mountains area since 1600 A.D. Advances in Atmospheric Sciences, 1988, 5, 437- 443.
doi: 10.1007/BF02656789 |
|
Xing P , Zhang Q B , Lv L X . Absence of late-summer warming trend over the past two and half centuries on the eastern Tibetan Plateau. Global and Planetary Change, 2014, 123, 27- 35.
doi: 10.1016/j.gloplacha.2014.10.006 |
|
Yadava A K , Yadav R R , Misra K G , et al. Tree ring evidence of late summer warming in Sikkim, northeast India. Quaternary International, 2015, 371, 175- 180.
doi: 10.1016/j.quaint.2014.12.067 |
|
Yu J , Liu Q J , Meng S W , et al. Summer temperature variability inferred from tree-ring records in the central Hengduan Mountains, southeastern Tibetan Plateau. Dendrochronologia, 2018, 51, 92- 100.
doi: 10.1016/j.dendro.2018.08.004 |
|
Zeng A Y , Zhou F F , Li W , et al. Tree-ring indicators of winter-spring temperature in Central China over the past 200 years. Dendrochronologia, 2019, 58, 125634.
doi: 10.1016/j.dendro.2019.125634 |
|
Zhang R B , Yuan Y J , Wei W S , et al. Dendroclimatic reconstruction of autumn-winter mean minimum temperature in the eastern Tibetan Plateau since 1600 AD. Dendrochronologia, 2015, 33, 1- 7.
doi: 10.1016/j.dendro.2014.09.001 |
|
Zhang T W , Yuan Y J , He Q , et al. Development of tree-ring width chronologies and tree-growth response to climate in the mountains surrounding the Issyk-Kul Lake, Central Asia. Dendrochronologia, 2014, 32 (3): 230- 236.
doi: 10.1016/j.dendro.2014.03.002 |
|
Zhang Y X , Wilmking M . Divergent growth responses and increasing temperature limitation of Qinghai spruce growth along an elevation gradient at the northeast Tibet Plateau. Forest Ecology and Management, 2010, 260 (6): 1076- 1082.
doi: 10.1016/j.foreco.2010.06.034 |
|
Zhu H F , Shao X M , Yin Z Y , et al. August temperature variability in the southeastern Tibetan Plateau since AD 1385 inferred from tree rings. Palaeogeography, Palaeoclimatology, Palaeoecology, 2011, 305 (1-4): 84- 92.
doi: 10.1016/j.palaeo.2011.02.017 |
|
Zhu H F , Fang X Q , Shao X M , et al. Tree ring-based February-April temperature reconstruction for Changbai Mountain in Northeast China and its implication for East Asian winter monsoon. Climate of the Past, 2009, 5 (4): 661- 666.
doi: 10.5194/cp-5-661-2009 |
|
Zubairov B , Lentschke J , Schröder H . Dendroclimatology in Kazakhstan. Dendrochronologia, 2019, 56, 125602.
doi: 10.1016/j.dendro.2019.05.006 |
[1] | 潘天天,李彦,王忠媛,陆世通,叶琳峰,陈森,谢江波. 湿润区3种杉科植物枝和根木质部的水力功能与解剖结构的关系[J]. 林业科学, 2020, 56(12): 49-59. |
[2] | 赵志江, 郭文霞, 康东伟, 崔莉, 赵联军, 李俊清. 川西亚高山岷江冷杉和紫果云杉径向生长对气候因子的响应[J]. 林业科学, 2019, 55(7): 1-16. |
[3] | 李亚藏, 冯仲科. 气候敏感的马尾松生物量相容性方程系统研建[J]. 林业科学, 2019, 55(5): 65-73. |
[4] | 王晓玮, 任雪燕, 梁英梅. 基于MaxEnt模型的松针红斑病在中国的潜在分布区及适生性预测分析[J]. 林业科学, 2019, 55(4): 160-170. |
[5] | 吕振刚, 李文博, 黄选瑞, 张志东. 气候变化情景下河北省3个优势树种适宜分布区预测[J]. 林业科学, 2019, 55(3): 13-21. |
[6] | 欧阳林男,陈少雄,刘学锋,何沙娥,张维耀. 赤桉在中国的适生地理区域及其对气候变化的响应[J]. 林业科学, 2019, 55(12): 1-11. |
[7] | 吕振刚,李文博,黄选瑞,张志东. 气候变化情景下基于潜在NPP的河北省华北落叶松生长适宜性[J]. 林业科学, 2019, 55(11): 37-44. |
[8] | 王婧如, 王明浩, 张晓玮, 孙杉, 赵长明. 同倍体杂交物种紫果云杉的生态位分化及其未来潜在分布区预测[J]. 林业科学, 2018, 54(6): 63-72. |
[9] | 路伟伟, 余新晓, 贾国栋, 李瀚之, 刘自强. 密云山区油松树轮δ13C对气温和降水量变化的响应[J]. 林业科学, 2018, 54(3): 1-7. |
[10] | 白雪, 范泽鑫. 哀牢山中山湿性常绿阔叶林水青树年轮宽度对气候变化的响应[J]. 林业科学, 2018, 54(3): 161-167. |
[11] | 苑冉, 李欣悦, 吴韶平, 曹传旺. CO2浓度升高对舞毒蛾生长发育和体内解毒酶及保护酶活性的影响[J]. 林业科学, 2018, 54(12): 102-109. |
[12] | 钱杨, 孙洪刚, 董汝湘, 姜景民. 针叶树碳水化合物分配研究进展[J]. 林业科学, 2018, 54(1): 141-153. |
[13] | 田晓瑞, 舒立福, 赵凤君, 王明玉. 气候变化对中国森林火险的影响[J]. 林业科学, 2017, 53(7): 159-169. |
[14] | 崔诗梦, 向玮. 间伐与气候对长白落叶松树轮宽度的影响[J]. 林业科学, 2017, 53(12): 1-11. |
[15] | 宋雄刚, 王鸿斌, 张真, 孔祥波, 苗振旺, 刘随存, 李永福. 应用最大熵模型模拟预测大尺度范围油松毛虫灾害[J]. 林业科学, 2016, 52(6): 66-75. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||