中国嵩草属植物地理分布模式和适应的气候特征

doi:10.3724/SP.J.1258.2012.00199

摘要/Abstract

摘要：

为了明确嵩草属(Kobresia)植物分布与气候要素的关系, 收集了嵩草属植物地理分布资料和气象台站气候数据, 应用ArcGIS软件及SPSS软件中的聚类分析方法, 分析了嵩草属植物地理分布模式和适应的气候特征。结果显示: 嵩草属植物分布在青藏高原、西北、华北和东北部分地区, 广泛分布13种, 间断分布10种, 分布海拔为1 400-5 000 m, 经度和纬度范围分别为81-112° E和23-46° N。嵩草属植物适应的气候要素平均值范围: 年生物学温度为4-19 ℃, 年平均气温为0-20 ℃, 年平均最高气温为7-28 ℃, 年平均最低气温为-6-16 ℃, 极端最高气温为25-40 ℃, 极端最低气温为-37.0-0.0 ℃, 1月和7月平均气温分别为-14-13 ℃和11-24 ℃, 1月和7月最高气温分别为-7-23 ℃和18-30 ℃, 1月和7月最低气温分别为-22-7 ℃和5-20 ℃, 春夏秋冬季气温分别为-4-19 ℃、9-23 ℃、6-21 ℃和-11-15 ℃, 温暖指数为23-159 ℃, 寒冷指数为-36-0 ℃, 年降水量为154-1 500 mm, 春夏秋冬降水量分别为19-135 mm、53-662 mm、48-545 mm和5-92 mm, Holdridge潜在蒸散量为261-1 100 mm, Thornthwaite潜在蒸发量为399-895 mm, 干燥度为167-786, 湿润指数为179-816, 4-10月日照时数为990-2 100 h。在热量要素平均值较低和中等、降水量与干燥湿润度平均值中等或辐射时数平均值较高范围下分布种数较多。嵩草属植物适应的气候要素极值, 年平均气温最小最大值范围为-6-21 ℃, 年平均最低气温最小值最高气温最大值范围为-12-28 ℃, 极端最低气温最小值最高气温最大值范围为-48-42 ℃, 最冷最热月气温范围为-32-33 ℃, 冬夏季最低最高气温范围为-20-25 ℃, 降水量最小最大值范围为15-1 800 mm, 干燥度最小最大值范围为7-890, 日照时数最小最大值范围为701-2 300 h。在热量要素极值较低、降水量及干燥度极值中等或日照时数极值较大范围下分布种数较多。说明嵩草属植物主要适应于低温亚湿润型和中温湿润型气候。

关键词: 气温, 气候要素, 地理分布, 嵩草属

Abstract:

Aims Our objective was to determine the distribution pattern and climate characteristics of Kobresia in China.
Methods Distribution information was collected from the literature and floras. Climate information was collected from China’s meteorological stations. ArcGIS software and cluster analysis methods in SPSS software were applied to analyze data.
Important findings Kobresia is mainly distributed on the Tibetan Plateau and in northern China. Fifteen species have wide distributions, and ten have disjunct distributions. The ranges of elevation, latitude and longitude of Kobresia’s distribution are 1400-5 000 m, 23-46° N and 81-112 °E, respectively. Mean values of climatic factors are Holdridge annual biotemperature of 4-19 ℃, annual mean air temperature of 0-20 ℃, annual mean maximum and minimum air temperatures of 7-28 and -6-16 ℃, respectively, extreme high and low air temperatures of 25-40 and -37-0 ℃, respectively, mean air temperature in January and July of -14-13 and 11-24 ℃, respec- tively, highest air temperature in January and July of -7-23 and 18-30 ℃, respectively, lowest air temperature in January and July of -22-7 and 5-20 ℃, respectively, mean air temperature in spring, summer, autumn and winter of -4-19, 9-23, 6-21 and -11-15 ℃, respectively, Kira warmth index and coldness index of 23-159 and -36-0 ℃, respectively, annual precipitation of 154-1500 mm, precipitation in spring, summer, autumn and winter of 19-135, 53-662, 48-545 and 5-92 mm, respectively, Holdridge annual potential evapotranspiration of 261-1100 mm, Thornthwaite annual potential evapotranspiration, aridity index and humidity index of 399-895 mm, 67-786 and 179-816, respectively, and sunshine duration from April to October of 990-2100 h. Generally, there is a high richness of Kobresia under lower or medium mean value of thermal factors, medium mean value of pre- cipitation, aridity or humidity or higher mean value of sunshine duration. As for extreme value of climatic factors, the range for minimum-maximum value of annual air temperature, the range for minimum value of extreme lowest and maximum value of extreme highest air temperature, air temperature range for minimum value in coldest and maximum value in hottest month, air temperature range for minimum value in winter and maximum value in summer are -6-21, -12-28, -48-42, -32-33 and -20-25 ℃, respectively, and the ranges for minimum-maximum values of annual precipitation, aridity index and sunshine duration from April to October are 15-1800 mm, 7-890 and 701-2 300 h, respectively. There is a high species richness of Kobresia under lower and medium extreme values of thermal factors, medium extreme value of precipitation, aridity, and higher extreme value of sunshine duration. The results suggest that Kobresia in China is primarily adapted to microthermal subhumid or mesothermal humid climatic types.

Key words: air temperature, climatic factor, geographical distribution, Kobresia

吴建国, 周巧富. 中国嵩草属植物地理分布模式和适应的气候特征. 植物生态学报, 2012, 36(3): 199-221. DOI: 10.3724/SP.J.1258.2012.00199

WU Jian-Guo, ZHOU Qiao-Fu. Geographical distribution pattern and climate characteristics of adaptation for Kobresia in China. Chinese Journal of Plant Ecology, 2012, 36(3): 199-221. DOI: 10.3724/SP.J.1258.2012.00199

导出引用管理器 EndNote|Ris|BibTeX

链接本文: https://www.plant-ecology.com/CN/10.3724/SP.J.1258.2012.00199

https://www.plant-ecology.com/CN/Y2012/V36/I3/199

图/表 7

参考文献 96

[1]	An DG (安定国) (2002). Flora of Xiaolong Mountain from Gansu Province (甘肃省小陇山高等植物志). Gansu Nationalities Publishing House, Lanzhou. 247-249. (in Chinese)
[2]	Animal Husbandry and Veterinary Department, Ministry of Agriculture of the People’s Republic of China, the National Husbandry Veterinary Station (中华人民共和国农业部畜牧兽医司全国畜牧兽医总站) (1996). The Chinese Grassland Resources (中国草地资源). China Science and Technology Press, Beijing. (in Chinese)
[3]	Araújo MB, Guisan A (2006). Five (or so) challenges for species distribution modelling. Journal of Biogeography, 33, 1677-1688.
[4]	Arundel ST (2005). Using spatial models to establish climatic limiters of plant species’ distributions. Ecological Modelling, 182, 159-181.
[5]	Austin MP, van Niel KP (2011). Improving species distribution models for climate change studies: variable selection and scale. Journal of Biogeography, 38, 1-8.
[6]	Beerling DJ (1993). The impact of temperature on the northern distribution limits of the introduced species Fallopia japonica and Impatiens glandulifera in north-west Europe. Journal of Biogeography, 20, 45-53.
[7]	College of Life Sciences, Beijing Normal University (北京师范大学生物系) (1992). Flora of Beijing (Vol. 2) (北京植物志: 下册). Beijing Publishing House, Beijing. (in Chinese)
[8]	Botanical Society of Hebei Province (河北省植物学会) (1992). Wild Plants in Hebei Province (河北野生植物). ‎Hebei University Press, Shijiazhuang. 54-55, 252-253. (in Chinese)
[9]	Cao KF, Peters R, Oldeman RAA (1995). Climatic range and distribution of Chinese Fagus species. Journal of Vegetation Science, 6, 317-324.
[10]	Crawford RMM (2008). Plants at the Margin: Ecological Limits and Climate Change. Cambridge University Press, Cambridge, UK.
[11]	Dufour-Dror JM, Ertas A (2004). Bioclimatic perspectives in the distribution of Quercus ithaburensis Decne. subspecies in Turkey and in the Levant. Journal of Biogeography, 31, 461-474. DOI URL
[12]	Editorial Board of Florae in Inner Mongolia (内蒙古植物志编辑委员会) (1985). Flora of Inner Mongolia (Vol. 8) (内蒙古植物志(第8卷)) 2nd edn. Inner Mongolia People’s Publishing House, Hohhot. 33-36. (in Chinese)
[13]	Editorial Committee of Flora of China, Chinese Academy of Sciences (中国科学院植物志编辑委员会) (2000). Flora of China (Vol.12) (中国植物志: 第12卷). Science Press, Beijing. 1-56. (in Chinese)
[14]	Editorial Committee of Flora Qinghaiica (青海植物志编辑委员会) (1999). Flora Qinghaiica (Vol.4) (青海植物志: 第4卷). Qinghai People’s Publishing House, Xining. 199-210. (in Chinese)
[15]	Editorial Committee of Flora Shanxiensis (山西植物志编辑委员会) (2004). Flora Shanxiensis (Vol.5) (山西植物志: 第5卷). China Science and Technology Press, Beijing. 253-256. (in Chinese)
[16]	Editorial Committee of Flora Xinjiangensis (新疆植物志编辑委员会) (1996). Flora Xinjiangensis (Vol.6) (新疆植物志: 第6卷). Xinjiang Technology and Medical Publishing House, Ürümqi. 398-408. (in Chinese)
[17]	Fang JY (方精云) (1999). Climatic niche and three-dimen- sional distribution of plant species: a case study of beech (Fagus L.) species. Journal of Mountain Science (山地学报), 17, 34-39. (in Chinese with English abstract)
[18]	Fang JY, Lechowicz MJ (2006). Climatic limits for the present distribution of beech ( Fagus L.) species in the world. Journal of Biogeography, 33, 1804-1819.
[19]	Fernández-Palacios JM (1992). Climatic responses of plant species on Tenerife, the Canary Islands. Journal of Vegetation Science, 3, 595-602.
[20]	Fu LG (傅立国), Chen TQ (陈潭清), Lang KY (郎楷永), Hong T (洪涛), Lin Q (林祁), Li Y (李勇) (2009). Higher Plants of China (Vol.12) (中国高等植物第12卷). Qingdao Publishing House, Qingdao. 361-380. (in Chinese)
[21]	Gansu Grassland Monitoring General Station (甘肃草原总站) (1999). Grassland Resource in Gansu Province (甘肃草地资源). Gansu Science and Technology Publishing House, Lanzhou. (in Chinese)
[22]	Gaston KJ (2003). The Structure and Dynamics of Geographic Ranges. Oxford University Press, Oxford, UK.
[23]	Grace J (1987). Climatic tolerance and the distribution of plants. New Phytologist, 106(Suppl.), 113-130.
[24]	Holdridge LR (1967). Life Zone Ecology. Tropical Science Center, San José, Costa Rica . 206.
[25]	Holtmeier FK (2003). Mountain Timberlines: Ecology, Patchiness, and Dynamics. Kluwer Academic Publishers, the Netherlands.
[26]	Hong BG (洪必恭), An SQ (安树青) (1993). Preliminary studies on the geographic distribution of Fagus in China. Acta Botanica Sinica (植物学报), 35, 229-233. (in Chinese with English abstract)
[27]	Hong BG (洪必恭), Li SZ (李绍珠) (1981). The preliminary study of the correlations between the distribution of main everygreen broad-leaf tree species in Jiangsu and climate. Acta Ecologica Sinica (生态学报), 1, 105-111. (in Chinese with English abstract)
[28]	Investigation Team on Integrated Scientific Expedition on Qinghai-Tibet Plateau, Chinese Academy of Sciences (中国科学院青藏高原综合科学考察队) (1994). Vascular Plants of the Hengduan Mountains (Vol.2) (横断山区维管植物: 下册). Science Press, Beijing. 2342-2353. (in Chinese)
[29]	Jeffree EP, Jeffree CE (1994). Temperature and the biogeographical distributions of species. Functional Ecology, 8, 640-650. DOI URL
[30]	Jiang X (蒋霞), Ni J (倪健) (2005). Species-climate relationships of 10 desert plant species and their estimated potential distribution range in the arid lands of northwestern China. Acta Phytoecologica Sinica (植物生态学报), 29, 98-107. (in Chinese with English abstract)
[31]	Jin SY (靳淑英) (1994). A Catalogue of Type Specimens (Cormophyta) in the Herbaria of China (中国高等植物模式标本汇编). Science Press, Beijing. (in Chinese)
[32]	Jin SY (靳淑英) (2007). A Catalogue of Type Specimens (Cormophyta) in the Herbaria of China: The Supplement II (中国高等植物模式标本汇编补编二). Science Press, Beijing. 81-82. (in Chinese)
[33]	Takhtajan AL (1968). Floristic Regions of the World. Translated by Huang GC (黄观程) (1988). Science Press, Beijing. (in Chinese)
[34]	Ke WS (柯文山), Zhong ZC (钟章成), Yang Y (杨毅), Wang WX (王万贤) (1999). The relation between geographic distribution of Gordonia acuminata and environment. Chinese Journal of Ecology (生态学杂志), 18, 24-27. (in Chinese with English abstract)
[35]	Kira TA (1977). Climatologically interpretation of Japanese vegetation zones. In: Miyawaki A, Tüxen R eds. Vegetation Science and Environmental Protection. Maruzen, Tokyo, Japan. 21-30.
[36]	Körner C (2003). Alpine Plant Life: Functional Plant Ecology of High Mountain Ecosystems. Springer-Verlag, Berlin.
[37]	Kunming Institute of Botany, Chinese Academy of Sciences (中国科学院昆明植物研究所) (1984). Index Florae Yunnanensis (Vol.2) (云南种子植物名录, 下册). Yunnan People’s Publishing House, Kunming. 2112-2114. (in Chinese)
[38]	Kunming Institute of Botany, Chinese Academy of Sciences (中国科学院昆明植物研究所) (2003). Flora Yunnanica (Vol.15) (云南植物志: 第15卷). Science Press, Beijing. 678-698. (in Chinese)
[39]	Larcher W (2003). Physiological Plant Ecology 4th edn. Springer-Verlag, Berlin. 364-395.
[40]	Leathwick JR (1995). Climatic relationships of some New Zealand forest tree species. Journal of Vegetation Sciences, 6, 237-248.
[41]	Li JN (李吉宁) (1994). The means of Cyperaceae from Ningxia (except Carex). Journal of Ningxia Agricultural College (宁夏农学院学报), 15(2), 46-53. (in Chinese with English abstract)
[42]	Li PQ (李沛琼) (1990a). New taxa of the Cyperaceae from Hengduan Mountains (2). Acta Botanica Yunnanica (云南植物研究), 12, 137-150. (in Chinese with English abstract)
[43]	Li PQ (李沛琼) (1990b). New taxa of the Cyperaceae from Hengduan Mountains (1). Acta Botanica Yunnanica (云南植物研究), 12, 11-18. (in Chinese with English abstract)
[44]	Li PQ (李沛琼) (1999). New taxa of Kobresia Willd. (Cyperaceae) from China. Acta Phytotaxonomica Sinica (植物分类学报), 37, 153-155. (in Chinese with English abstract)
[45]	Li QX (李巧峡), Zhao QF (赵庆芳), Ma SR (马世荣), Cui Y (崔艳) (2006). Research progress on Kobresia species. Journal of Northwest Normal University (Natural Science) (西北师范大学学报(自然科学版)), 42, 78-82. (in Chinese with English abstract)
[46]	Liaoning Institute of Forestry Soil (辽宁省林业土壤研究所) (1976). Flora Plantarum Herbacearum Chinae Boreali- Orientails (Vol.11) (东北草本植物志: 第11卷). Science Press, Beijing. 65-67. (in Chinese)
[47]	Liu CY (刘春迎) (1999). The application of KIRA’s indices to the study of vegetation climatic interaction in China. Acta Phytoecologica Sinica (植物生态学报), 23, 125-138. (in Chinese with English abstract)
[48]	Liu JL (刘建林), Meng XX (孟秀祥), Feng JC (冯金朝) (2007). The Seed Plants in Panxi Area of Sichuan Province (四川攀西种子植物). Tsinghua University Press, Beijing. 556-557. (in Chinese)
[49]	Liu MS (刘茂松), Hong BG (洪必恭) (1998). The distribution of Fagaceae in China and its relationship with climatic and geographic characters. Acta Phytoecologica Sinica (植物生态学报), 22, 41-50. (in Chinese with English abstract)
[50]	Looman J (1983). Distribution of plant species and vegetation types in relation to climate. Vegetation, 54, 17-25.
[51]	Ma DZ (马德滋), Liu HL (刘慧兰), Hu FX (胡福秀) (2006). Flora of Ningxiaensis (Vol.2) (宁夏植物志: 下卷) 2nd edn. Ningxia People’s Publishing House, Yinchuan. 524-525. (in Chinese)
[52]	Manthey M, Box EO (2007). Realized climatic niches of deciduous trees: comparing western Eurasia and eastern North America. Journal of Biogeography, 34, 1028-1040.
[53]	Mao XY (毛雪莹) (1988). A new species of Kobresia Willd. from Nei Mongol. Acta Scientiarum Naturalium Universitatis Neimongol (Natural Science) (内蒙古大学学报(自然科学版)), 19, 341-344. (in Chinese with English abstract)
[54]	Matsui T, Yagihashi T, Nakaya T, Tanaka N, Taoda H (2004). Climatic controls on distribution of Fagus crenata forests in Japan. Journal of Vegetation Science, 15, 57-66.
[55]	Nagy L, Grabherr G (2009). The Biology of Alpine Habitats. Cambridge University Press, Cambridge, UK.
[56]	Ni J (倪健) (1997). Relationship between Thornthwaite’s indexes and distribution of dominants and companions of subtropical evergreen broadleaved forest in China. Journal of Wuhan Botanical Research (武汉植物学研究), 15, 151-161. (in Chinese with English abstract)
[57]	Ni J (倪健), Song YC (宋永昌) (1998). Relationship between KIRA’s indexes and distribution of dominants and companions of subtropical evergreen broadleaved forest in China. Acta Ecologica Sinica (生态学报), 18, 248-262. (in Chinese with English abstract)
[58]	Northwest Institute of Botany, Chinese Academy of Sciences (中国科学院西北植物硏究所) (1976). Flora Tsinlingensis (Vol.1) (秦岭植物志: 第1卷). Science Press, Beijing. 228-229. (in Chinese)
[59]	Pither J (2003). Climate tolerance and interspecific variation in geographic range size. Proceedings of the Royal Society B: Biological Sciences, 270, 475-481. DOI URL PMID
[60]	Punyasena SW, Eshel G, McElwain JC (2008). The influence of climate on the spatial patterning of neotropical plant families. Journal of Biogeography, 35, 117-130.
[61]	Pyankov VI, Gunin PD, Tsoog S, Black CC (2000). C₄ plants in the vegetation of Mongolia: their natural occurrence and geographical distribution in relation to climate. Oecologia, 123, 15-31. URL PMID
[62]	Qian H, Song JS, Krestov P, Guo QF, Wu ZM, Shen XS, Guo XS (2003). Large-scale phytogeographical patterns in East Asia in relation to latitudinal and climatic gradients. Journal of Biogeography, 30, 129-141.
[63]	Sima YK (司马永康), Yu H (余鸿), Yang GY (杨桂英), Zhao WS (赵文书) (2004). The relation between Yunnan geographic distribution of Cephalotaxus and environment. Forest Inventory and Planning (林业调查规划), 29, 83-87. (in Chinese with English abstract)
[64]	Su XQ (苏小青), Chen SP (陈世品), Tong JN (童建宁) (2001). The preliminary study of the correlation between the distribution of main tree species and the climate factors in Fujian Province. Journal of Fujian College of Forestry (福建林学院学报), 21, 371-375. (in Chinese with English abstract)
[65]	Thornthwaite CW (1948). An approach toward a rational classification of climate. Geographical Review, 38, 57-94.
[66]	Thuiller W, Vayreda J, Pino J, Sabate S, Lavorel S, Gracia C (2003). Large-scale environmental correlates of forest tree distributions in Catalonia (NE Spain). Global Ecology and Biogeography, 12, 313-325.
[67]	Wang J (王婧), Wang SB (王少波), Kang HZ (康宏樟), Xin ZJ (辛在军), Qian ZH (钱振华), Liu CJ (刘春江) (2009). Distribution pattern of oriental oak (Quercus variabilis Blume) and the characteristics of climate of distribution area in Eastern Asia. Journal of Shanghai Jiaotong University (Agricultural Science) (上海交通大学学报 (农业科学版)), 27, 235-241. (in Chinese with English abstract)
[68]	Wang XH (王秀红) (1997a). On the mathematical models for zonality of alpine meadow on the Qinghai Tibetan Plateau. Natural Resources (自然资源), (5), 71-76. (in Chinese with English abstract)
[69]	Wang XH (王秀红) (1997b). On the layer-belt of alpine meadow on the Qinghai-Xizang Plateau. Journal of Mountain Research (山地学报), 15, 67-72. (in Chinese with English abstract)
[70]	Wang XH (王秀红) (1997c). Spatio-temporal characteristics of the alpine meadow on the Qinghai-Tibetan Plateau. Progress in Geography (地理科学进展), 16(4), 54-60. (in Chinese with English abstract)
[71]	Wang XR (王效瑞), Fan JH (范建华), Wang XS (汪祥森) (1986). Distribution of main tree species and its relation to water and heat conditions in shelter-forest districts of “San Bei”. Chinese Journal of Ecology (生态学杂志), 5, 13-17. (in Chinese with English abstract)
[72]	Wiser G, Tausz M (2007). Trees at Their Upper Limit. Springer, the Netherlands.
[73]	Woodward FI (1987). Climate and Plant Distribution. Cambridge University Press, Cambridge, UK. 62-63.
[74]	Woodward EI, Williams BG (1987). Climate and plant distribution at global and local scales. Vegetation, 69, 189-197.
[75]	Wu JG (吴建国), Lü JJ (吕佳佳) (2009). The potential impact of climate change on the suitable climatic distribution region of alpine meadows in Qinghai-Tibet Plateau. Acta Agrestia Sinica (草地学报), 17, 699-705. (in Chinese with English abstract)
[76]	Wu YH (吴玉虎) (2008). The Vascular Plants and Their Eco-Geographical Distribution of the Qinghai-Tibetan Plateau (青藏高原维管植物及其生态地理分布). Science Press, Beijing. 1193-1202. (in Chinese)
[77]	Wu ZY (吴征镒) (1987). Flora Xizangica (Vol.5) (西藏植物志: 第5卷). Science Press, Beijing. 370-396. (in Chinese)
[78]	Wu ZY (吴征镒) (1991). Study of the areal types of seed plant genera in China. Acta Botanica Yunnanica (云南植物研究), 13(Suppl. IV), 1-139. (in Chinese with English abstract)
[79]	Wu ZY (吴征镒) (1995). Vegetation in China (中国植被) 2nd edn. Science Press, Beijing. (in Chinese)
[80]	Xie CP (谢春平), Fang Y (方彦), Fang YM (方炎明) (2011). Study on the relationship between Quercus phillyraeoides distribution region and the environmental factors. Rese- arch of Soil and Water Conservation (水土保持研究), 18, 125-131. (in Chinese with English abstract)
[81]	Xinjiang Bayi Agricultural University (新疆八一农学院) (1982). Identification Keys to Xinjiang Plants (新疆植物检索表). Xinjiang People’s Publishing House, Ürümqi. 308-313. (in Chinese)
[82]	Xu WD (徐文铎) (1982). Preliminary study of correlations between distribution of main forests trees and thermal climate in Northeast China. Journal of Northeast Forestry University (东北林业大学学报), (4), 1-10. (in Chinese with English abstract)
[83]	Yang YC (杨永昌) (1976). The genus Kobresia Willd. in Qinghai. Acta Phytotaxonomica Sinica (植物分类学报), 14, 41-50. (in Chinese with English abstract)
[84]	Zhang JT (张金屯) (1989). A preliminary study on Kobresia meadow on Wutai Mountains in Shanxi Province, China. Journal of Shanxi University (Natural Science) (山西大学学报 (自然科学版)), 12, 353-360. (in Chinese with English abstract)
[85]	Zhang SR (2001). A preliminary revision of the supraspecific classification of Kobresia Willd. (Cyperaceae). Botanical Journal of the Linnean Society, 135, 289-294.
[86]	Zhang SR (张树仁) (2002). Classification of Kobresia fragilis C. B. Clarke (Cyperaceae) and related taxa. Acta Phytotaxonomica Sinica (植物分类学报), 40, 433-443. (in Chinese with English abstract)
[87]	Zhang SR (张树仁) (2003). Revision of Kobresia (Cyperaceae) in Qinghai. Acta Botanica Boreali-Occidentalia Sinica (西北植物学报), 23, 879-887. (in Chinese with English abstract)
[88]	Zhang SR (张树仁) (2004a). Revision of Kobresia (Cyperaceae) in Xizang (Tibet). Acta Phytotaxonomica Sinica (植物分类学报), 42, 194-221. (in Chinese with English abstract)
[89]	Zhang SR (张树仁) (2004b). Notes on Cyperaceae of China. Bulletin of Botanical Research (植物研究), 24, 16-17. (in Chinese with English abstract)
[90]	Zhang SR (张树仁), Liang SJ (梁松筠), Dai LK (戴伦凯) (1995). A study on the geographic distribution of the Genus Kobresia Willd. Acta Phytotaxonomica Sinica (植物分类学报), 33, 144-160. (in Chinese with English abstract)
[91]	Zhang XS (张新时) (1989a). The potential evapotranspiration (PE) index for vegetation and vegetation-climatic classification (1)—an introduction of main methods and PEP program. Acta Phytoecologica et Geobotanica Sinica (植被生态学与地植物学学报), 13, 1-9. (in Chinese with English abstract)
[92]	Zhang XS (张新时) (1989b). The potential evapotranspiration (PE) index for vegetation and vegetation-climatic classification (2)—an introduction of main methods and PEP program. Acta Phytoecologica et Geobotanica Sinica (植被生态学与地植物学学报), 13, 197-207. (in Chinese with English abstract)
[93]	Zhang XS (张新时), Yang DA (杨奠安), Ni WG (倪文革) (1993). The potential evapotranspiration (PE) index for vegetation and vegetation-climatic classification (3)—an introduction of main methods and PEP Program. Acta Phytoecologica et Geobotanica Sinica (植被生态学与地植物学学报), 17, 97-109. (in Chinese with English abstract)
[94]	Zhong MJ (仲铭锦), Di WZ (狄维忠) (1958). A new species of Kobresia Willd. from Helanshan Mountains. Acta Botanica Boreali-Occidentalia Sinica (西北植物学报), 5, 311-313. (in Chinese with English abstract)
[95]	Zhou XM (周兴民) (1979). A preliminary study of morphological-ecological characteristics of eight species of genus Kobresia in Qinghai-Tibet Plateau. Acta Botanica Sinica (植物学报), 21, 135-142. (in Chinese with English abstract)
[96]	Zhou XM (周兴民) (2001). Kobresia Meadow in China (中国嵩草草甸). Science Press, Beijing. (in Chinese)

物种代号 Code of species	种、变种及亚种名 Species, variation and subspecies	拉丁名 Scientific name	物种代号 Code of species	种、变种及亚种名 Species, variation and subspecies	拉丁名 Scientific name
1	细弱嵩草	Kobresia angusta	41	嵩草	Kobresia myosuroides
2	普兰嵩草	Kobresia burangensis	42	尼泊尔嵩草	Kobresia nepalensis
3	线叶嵩草	Kobresia capillifolia	43	波斯嵩草	Kobresia persica
4	薹穗嵩草	Kobresia caricina	44	松林嵩草	Kobresia pinetorum
5	川滇嵩草	Kobresia cercostachys	45	不丹嵩草	Kobresia prainii
6	尾穗嵩草	Kobresia cerostachya var. cerostachya	46	高原嵩草	Kobresia pusilla
7	发秆嵩草(变种)	Kobresia cercostachys var. capillacea	47	新都嵩草	Kobresia pygmaea var. filiculmis
8	发秆嵩草	Kobresia vaginosa	48	高山嵩草	Kobresia pygmaea
9	杂穗嵩草	Kobresia clarkeana	49	高山嵩草(原变种)	Kobresia pygmaea var. pygmaea
10	截形嵩草	Kobresia cuneata	50	粗壮嵩草	Kobresia robusta
11	吉隆嵩草	Kobresia curticeps var. gyirongensis	51	喜马拉雅嵩草	Kobresia royleana
12	弯叶嵩草	Kobresia curvata	52	喜马拉雅嵩草(原亚种)	Kobresia royleana subsp. royleana
13	大青山嵩草	Kobresia daqingshanica	53	赤箭嵩草	Kobresia schoenoides
14	藏西嵩草	Kobresia deasyi	54	四川嵩草	Kobresia setchwanensis
15	线形嵩草	Kobresia duthiei	55	坚挺嵩草	Kobresia seticulmis
16	三脉嵩草	Kobresia trinervis	56	夏河嵩草	Kobresia squamaeformis
17	镰叶嵩草	Kobresia falcata	57	细果嵩草	Kobresia stenocarpa
18	蕨状嵩草	Kobresia filicina	58	匍茎嵩草	Kobresia stolonifera
19	蕨状嵩草(原变种)	Kobresia filicina var. filicina	59	西藏嵩草	Kobresia tibetica
20	近蕨嵩草	Kobresia filicina var. subfilicinoides	60	西藏嵩草(原亚种)	Kobresia tibetica subsp. tibetica
21	丝叶嵩草	Kobresia filifolia	61	硬叶嵩草	Kobresia tibetica subsp. littledale
22	囊状嵩草	Kobresia fragilis	62	玉龙嵩草	Kobresia tunicata
23	粉绿嵩草	Kobresia glaucifolia	63	短轴嵩草	Kobresia vidua
24	禾叶嵩草	Kobresia graminifolia	64	根茎嵩草	Kobresia williamsii
25	贺兰山嵩草	Kobresia helanshanica	65	亚东嵩草	Kobresia yadongensis
26	矮生嵩草	Kobresia humilis	66	纤细嵩草	Kobresia yangii
27	膨囊嵩草	Kobresia inflata	67	玉树嵩草	Kobresia yushuensis
28	甘肃嵩草	Kobresia kansuensis	68	塔城嵩草	Kobresia smirnovii
29	宁远嵩草	Kobresia kuekenthaliana	69	二蕊嵩草	Kobresia myosuroides subsp. bistaminata
30	湖滨嵩草	Kobresia lacustris	70	钩状嵩草	Kobresia uncinoides
31	疏穗嵩草	Kobresia laxa	71	密穗嵩草	Kobresia handel-mazzetti
32	鳞被嵩草	Kobresia lepidochlamys	72	云南嵩草	Kobresia yuennanensis
33	藏北嵩草	Kobresia littledalei	73	倮倮嵩草	Kobresia lolonum
34	黑麦嵩草	Kobresia loliacea	74	鹤庆嵩草	Kobresia bonatiana
35	长芒嵩草	Kobresia longearistita	75	北方嵩草	Kobresia bellardii
36	大花嵩草	Kobresia macrantha	76	小嵩草	Kobresia parva
37	祁连嵩草	Kobresia macroprophylla	77	南木林嵩草	Kobresia prainii var. elliptica
38	玛曲嵩草	Kobresia maquensis	78	阔鳞嵩草	Kobresia woodii
39	门源嵩草	Kobresia menyuanica	79	假钩状嵩草	Kobresia pseuduncinoides
40	岷山嵩草	Kobresia minshanica

物种代号 Code of species	种、变种及亚种名 Species, variation and subspecies	拉丁名 Scientific name	物种代号 Code of species	种、变种及亚种名 Species, variation and subspecies	拉丁名 Scientific name
1	细弱嵩草	Kobresia angusta	41	嵩草	Kobresia myosuroides
2	普兰嵩草	Kobresia burangensis	42	尼泊尔嵩草	Kobresia nepalensis
3	线叶嵩草	Kobresia capillifolia	43	波斯嵩草	Kobresia persica
4	薹穗嵩草	Kobresia caricina	44	松林嵩草	Kobresia pinetorum
5	川滇嵩草	Kobresia cercostachys	45	不丹嵩草	Kobresia prainii
6	尾穗嵩草	Kobresia cerostachya var. cerostachya	46	高原嵩草	Kobresia pusilla
7	发秆嵩草(变种)	Kobresia cercostachys var. capillacea	47	新都嵩草	Kobresia pygmaea var. filiculmis
8	发秆嵩草	Kobresia vaginosa	48	高山嵩草	Kobresia pygmaea
9	杂穗嵩草	Kobresia clarkeana	49	高山嵩草(原变种)	Kobresia pygmaea var. pygmaea
10	截形嵩草	Kobresia cuneata	50	粗壮嵩草	Kobresia robusta
11	吉隆嵩草	Kobresia curticeps var. gyirongensis	51	喜马拉雅嵩草	Kobresia royleana
12	弯叶嵩草	Kobresia curvata	52	喜马拉雅嵩草(原亚种)	Kobresia royleana subsp. royleana
13	大青山嵩草	Kobresia daqingshanica	53	赤箭嵩草	Kobresia schoenoides
14	藏西嵩草	Kobresia deasyi	54	四川嵩草	Kobresia setchwanensis
15	线形嵩草	Kobresia duthiei	55	坚挺嵩草	Kobresia seticulmis
16	三脉嵩草	Kobresia trinervis	56	夏河嵩草	Kobresia squamaeformis
17	镰叶嵩草	Kobresia falcata	57	细果嵩草	Kobresia stenocarpa
18	蕨状嵩草	Kobresia filicina	58	匍茎嵩草	Kobresia stolonifera
19	蕨状嵩草(原变种)	Kobresia filicina var. filicina	59	西藏嵩草	Kobresia tibetica
20	近蕨嵩草	Kobresia filicina var. subfilicinoides	60	西藏嵩草(原亚种)	Kobresia tibetica subsp. tibetica
21	丝叶嵩草	Kobresia filifolia	61	硬叶嵩草	Kobresia tibetica subsp. littledale
22	囊状嵩草	Kobresia fragilis	62	玉龙嵩草	Kobresia tunicata
23	粉绿嵩草	Kobresia glaucifolia	63	短轴嵩草	Kobresia vidua
24	禾叶嵩草	Kobresia graminifolia	64	根茎嵩草	Kobresia williamsii
25	贺兰山嵩草	Kobresia helanshanica	65	亚东嵩草	Kobresia yadongensis
26	矮生嵩草	Kobresia humilis	66	纤细嵩草	Kobresia yangii
27	膨囊嵩草	Kobresia inflata	67	玉树嵩草	Kobresia yushuensis
28	甘肃嵩草	Kobresia kansuensis	68	塔城嵩草	Kobresia smirnovii
29	宁远嵩草	Kobresia kuekenthaliana	69	二蕊嵩草	Kobresia myosuroides subsp. bistaminata
30	湖滨嵩草	Kobresia lacustris	70	钩状嵩草	Kobresia uncinoides
31	疏穗嵩草	Kobresia laxa	71	密穗嵩草	Kobresia handel-mazzetti
32	鳞被嵩草	Kobresia lepidochlamys	72	云南嵩草	Kobresia yuennanensis
33	藏北嵩草	Kobresia littledalei	73	倮倮嵩草	Kobresia lolonum
34	黑麦嵩草	Kobresia loliacea	74	鹤庆嵩草	Kobresia bonatiana
35	长芒嵩草	Kobresia longearistita	75	北方嵩草	Kobresia bellardii
36	大花嵩草	Kobresia macrantha	76	小嵩草	Kobresia parva
37	祁连嵩草	Kobresia macroprophylla	77	南木林嵩草	Kobresia prainii var. elliptica
38	玛曲嵩草	Kobresia maquensis	78	阔鳞嵩草	Kobresia woodii
39	门源嵩草	Kobresia menyuanica	79	假钩状嵩草	Kobresia pseuduncinoides
40	岷山嵩草	Kobresia minshanica

序号	q1	q2	q3	q4	q5	q6	q7	q8	q9	q10	q11	q12	q13	q14	q15	q16	q17	q18
Number	q1	q2	q3	q4	q5	q6	q7	q8	q9	q10	q11	q12	q13	q14	q15	q16	q17	q18
1	10.14	597.29	74.42	-12.72	594.54	469.92	630.35	9.46	15.47	5.28	30.16	-10.66	1 072.32	1 140.86	2.19	16.38	9.03	22.18
2	6.69	394.26	46.62	-28.59	481.49	622	587.04	3.12	10.72	-3.23	29.38	-29.63	155.02	2 022.41	-8.51	15.32	-0.71	22.08
3	7.14	420.61	50.41	-25.08	498.92	498.96	641.32	4.46	12.03	-1.69	32.16	-27.99	397.27	1 626.84	-8.68	16	-0.36	22.8
4	7.34	432.45	53.57	-32.23	507.48	654.02	518.95	1.77	9.52	-5.93	31.27	-36.42	154.33	2 040.67	-10.63	16.65	-2.67	23.72
5	8.91	524.9	62.4	-15.97	556.49	482.94	599.87	7.39	14.68	1.85	29.68	-18.41	656.17	1 280.63	-1.03	15.37	7.47	21.58
6	11.46	675.3	85.47	-9.53	646.83	489.93	665.1	9.76	16.78	4.54	32.39	-14.43	756.46	1 120.42	1.61	17.76	9.74	23.64
7	8.61	507.17	57.94	-7.86	542.93	415.13	685.59	9.97	16.79	5.53	29.81	-9.75	799.02	990.56	2.18	15.42	9.51	21.77
8	8.61	507.17	57.94	-7.86	542.93	415.13	685.59	9.97	16.79	5.53	29.81	-9.75	799.02	990.56	2.18	15.42	9.51	21.77
9	5.66	333.73	32.7	-35.77	441.82	558.31	461.13	0.05	7.35	-5.66	25.93	-30.03	449.41	1 374.62	-8.72	12.38	0.88	18.81
10	9.77	575.97	70.76	-14.35	588.94	431.18	619.95	8.23	15.63	2.85	31.24	-17.64	756.27	1 146.48	-0.66	16.6	7.98	22.82
11	5.2	306.19	29.5	-28.23	421.44	536.5	522.41	3.37	9.64	-1.75	25.99	-23.80	530.66	1 708.89	-5.06	12.21	1.76	18.8
12	5.3	312.25	31.17	-22.61	426.53	518.42	552.55	5.29	12.54	-0.50	27.76	-22.42	383.76	1 601.59	-5.26	12.63	2.8	19.34
13	8.49	500.39	66.82	-24.80	546.41	700	688.76	6.07	12.85	-0.01	36.95	-33.03	357.41	1 905.71	-12.18	21.39	-5.25	27.61
14	7.35	432.96	53.01	-28.23	508.97	642.6	499.31	3.63	10.9	-2.98	31.04	-29.95	266.13	1 872.07	-8.12	16.36	-0.55	23.31
15	9.16	539.62	63.87	-16.41	562.97	486.64	640.17	7.1	13.97	2.13	30.11	-17.61	723.23	1 139.21	-0.97	15.73	7.08	21.85
16	10.51	619.57	79.29	-14.76	613.92	517.9	563.63	8.68	15.53	3.36	30.52	-15.88	795.38	1 318.77	0.67	16.55	8.79	22.36
17	10.26	604.36	75.02	-18.39	609.08	416.73	732.7	7.04	12.47	3.33	31.95	-14.41	833.69	1 001.01	-2.27	17.76	3.64	23.7
18	11.94	703.83	89.71	-5.03	661.09	470.88	697.44	10.87	17.78	6.02	32.5	-11.87	890.26	1 033.44	3.23	18.07	11.07	23.76
19	11.19	659.42	82.59	-7.84	634.69	456.92	682.43	10.07	17.14	5.05	32.14	-13.06	818.31	1 075.67	2.14	17.5	10.15	23.43
20	18.23	1 074.00	158.7	0	894.06	479.02	575.07	19.98	27.39	15.15	35.37	0.42	1 419.99	1 126.09	12.83	22.33	22.74	26.69
21	6.24	367.47	42.41	-27.46	466.09	495.2	640.2	3.34	11.21	-2.99	32.65	-29.63	386.77	1 650.99	-10.76	15.51	-1.81	22.27
22	9.93	585.31	72.6	-12.38	593.32	494.95	580.72	9.12	16.17	3.86	30.89	-15.78	735.68	1 252.34	0.68	16.4	8.74	22.46
23	6.98	411.51	48.73	-27.28	494.82	616.62	502.4	3.6	9.77	-1.57	30.03	-26.78	465.41	1 689.03	-6.44	15.54	0.26	22.35
24	6.9	406.87	45.85	-22.63	488.11	377.28	715.29	5.08	12.96	-0.90	30.32	-24.85	554.6	1 383.69	-5.99	14.56	3.37	21.08
25	10.15	598.38	83.43	-21.31	614.38	785.05	504.24	8.71	15.37	2.86	38.5	-27.49	216.75	1 824.40	-8.11	23.36	-1.12	29.83
26	6.95	409.75	48.74	-25.52	493.32	510.11	645.36	4.44	12.03	-1.75	32.1	-28.38	384.18	1 641.44	-9.00	16.03	-0.50	22.88
27	8.18	481.79	54.69	-11.27	527.8	372.18	720.44	8.7	15.75	3.96	29.85	-12.60	762.09	1 063.30	0.23	15.01	7.82	21.51
28	6.83	402.65	44.91	-23.42	484.68	326.48	708.79	4.31	12.12	-1.65	29.52	-25.08	620.67	1 373.99	-6.29	14.1	2.9	20.66
29	16.16	952.57	134.64	-0.01	800.26	645.77	388.72	16.88	23.09	12.28	35.96	-3.83	1 013.49	1 262.49	9.58	21.84	16.59	26.93
30	9.4	553.79	65.61	-18.91	574.6	441.21	744.7	6.73	14.62	0.79	30.98	-21.78	679.58	1 205.12	-2.60	16.29	7.16	22.33
31	5.2	306.19	29.5	-28.11	421.44	533.72	522.41	3.46	9.46	-1.29	25.99	-22.54	584.04	1 655.09	-4.52	12.21	2.05	18.8
32	14.42	849.88	114.75	-0.02	755.14	531.91	640.22	12.73	19.34	7.72	34.23	-10.27	967.82	1 239.68	6.02	19.89	13.54	25.2
33	5.78	340.75	35.25	-29.26	446.71	442.6	585.3	2.35	10.01	-4.00	27.78	-28.85	418.6	1 628.70	-8.07	12.97	0.63	19.8
34	12	707.15	90.7	-4.18	664.78	487.42	658.14	11.44	18.23	6.69	32.63	-10.13	912.13	1 023.15	3.76	18.2	11.45	23.91
35	9.57	563.76	65.93	-12.86	576.25	480.85	715.45	9.27	17.53	2.74	30.92	-19.36	457.92	1 228.06	-0.17	16.18	9.92	22.38
36	6.11	360.06	39.05	-27.38	459.05	481.83	585.58	3.17	11.08	-3.45	29.46	-28.27	395.05	1 667.39	-8.09	13.96	0.85	20.8
37	6.31	371.78	43.35	-29.62	467.57	540.27	595.95	2.05	10.22	-4.50	33.14	-31.11	379.52	1 606.04	-11.64	15.66	-1.96	22.53
38	5.24	308.78	30.67	-30.79	432.71	167.85	815.79	1.31	9.3	-4.86	28.86	-30.88	608.64	1 399.61	-10.12	12.97	0.3	19.6
39	6.44	379.36	44.03	-30.47	470.47	592.34	580.75	0.91	9.47	-5.94	34.3	-34.30	517.12	1 508.86	-13.16	15.92	-2.45	22.73
40	6.76	398.56	44.79	-24.59	486.11	310.71	708.67	4.09	11.74	-1.70	30.62	-25.57	615.02	1 341.88	-7.04	14.66	2.36	21.24
41	6.69	394.23	46.76	-26.80	482.93	459.99	717.88	3.75	11.29	-2.34	32.28	-29.45	423.22	1 613.20	-10.11	15.95	-1.60	22.53
42	9.31	548.44	66.7	-15.82	569.38	518.84	568.4	7.54	14.42	2.17	30.13	-18.11	675	1 360.48	-0.93	15.82	6.95	21.91
43	6.12	360.36	39.39	-29.66	460.12	542.89	529.96	2.57	9.84	-3.86	28.45	-28.67	369.58	1 813.62	-7.96	14.02	0.06	20.78
44	14.66	863.67	117.61	0	766.31	568.2	588.9	13.51	20.21	8.41	34.46	-9.32	978.99	1 249.82	6.69	20.1	14.44	25.44
45	5.66	333.24	33.66	-26.44	440.42	528.56	523.99	3.73	11.08	-2.54	26.84	-25.40	410.79	1 715.95	-5.79	12.78	2.42	19.43
序号	q1	q2	q3	q4	q5	q6	q7	q8	q9	q10	q11	q12	q13	q14	q15	q16	q17	q18
Number	q1	q2	q3	q4	q5	q6	q7	q8	q9	q10	q11	q12	q13	q14	q15	q16	q17	q18
46	5.85	345	36.72	-25.93	449.64	428.41	637.06	3.54	11.33	-2.68	29.68	-27.48	446.23	1 564.19	-8.25	13.63	0.69	20.4
47	8.95	527.27	62.01	-18.40	556.48	489.18	662.54	6.94	14.56	0.92	30.03	-21.36	578.09	1 300.50	-2.42	15.49	6.76	21.57
48	6.17	363.74	40.2	-26.41	461.76	474.28	610.01	3.64	11.39	-2.73	30.01	-27.82	406.31	1 638.73	-8.25	14.24	0.54	20.98
49	9.5	559.95	67.4	-13.59	578.99	422.88	663.09	8.21	15.72	2.68	31.35	-17.44	707.51	1 168.55	-0.57	16.31	8.06	22.67
50	5.94	349.86	39.18	-30.26	454.61	496.02	591.27	2.16	9.96	-4.53	30.4	-31.33	301.45	1 778.83	-10.64	14.35	-2.03	21.27
51	6.37	375.1	42.09	-26.40	469.09	478.08	621.32	3.7	11.35	-2.57	30.16	-27.89	412.85	1 638.26	-8.27	14.44	0.36	21.2
52	4.88	287.63	28.67	-31.59	415.12	386.84	678.77	0.9	8.9	-5.51	29.31	-32.48	417.36	1 616.21	-11.73	12.66	-2.33	19.47
53	6.18	364.15	39.39	-27.01	460.63	480.59	587.69	3.12	10.72	-3.30	28.39	-28.23	408.29	1 667.64	-7.65	13.47	0.95	20.16
54	7.73	455.2	51.84	-19.31	516.99	369.69	680.23	6.05	13.86	0.21	29.8	-21.61	663.84	1 302.88	-3.43	14.74	5.81	21.25
55	9.06	533.62	63.12	-15.31	558.79	489.06	627.82	7.7	14.09	3.16	30	-16.11	820.56	1 145.39	-0.12	15.65	7.26	21.8
56	5.63	331.99	35.22	-31.54	445.14	355.25	679.57	1.09	9.15	-5.08	30.68	-29.93	480.05	1 458.35	-11.28	13.92	-1.29	20.65
57	7.32	431.27	53.05	-26.43	507.92	594.21	669.25	4.35	11.53	-1.69	32.64	-29.02	336.84	1 763.62	-9.46	16.9	-1.78	23.82
58	5.83	343.61	38	-32.36	450.23	505.21	584.28	1.03	8.68	-5.68	29.53	-32.75	303.04	1 824.46	-10.98	13.98	-2.60	20.9
59	5.48	322.89	33.88	-28.59	436.28	407.78	654.8	2.33	10.24	-4.06	29.52	-29.64	410.24	1 614.88	-9.88	13.31	-0.75	20.12
60	8.98	529.03	62.96	-14.56	562.97	387.36	666.78	8.35	16.15	2.69	31.29	-17.46	660.96	1 203.75	-1.30	16.52	7.55	22.94
61	9.19	541.32	63.11	-6.76	563.53	439.58	670.93	10.6	18.05	5.36	31.14	-10.50	707.07	1 066.99	2.25	16.15	10.29	22.69
62	13.32	784.99	103.84	-7.95	715.13	507.5	681	10.13	17.12	4.79	33.48	-16.78	841.34	1 167.11	2.47	18.99	10.79	24.39
63	6.88	405.29	45.32	-22.85	486.5	436.73	632.38	4.87	12.69	-1.22	29.89	-24.79	517.01	1 447.77	-5.86	14.45	3.2	21.08
64	5.2	306.19	29.5	-27.93	421.44	529.55	522.41	3.59	9.2	-0.62	25.99	-20.65	664.1	1 574.39	-3.72	12.21	2.48	18.8
65	5.4	318.4	30.85	-30.40	430.78	534.8	498.45	2.35	9.64	-3.68	26.05	-25.83	465.04	1 647.30	-6.37	12.23	2.29	18.75
66	9.15	539.35	62.37	-13.42	563.19	482.01	663.54	8.98	16.87	2.84	30.95	-19.56	500.74	1 242.15	-0.19	15.9	9.17	22.27
67	4.45	261.92	23.27	-26.42	399.77	254.25	707.21	3.37	11.81	-3.02	26.9	-27.17	503.18	1 533.04	-7.39	11.29	2.02	18.4
68	9.56	563.31	79.46	-25.13	597.84	705.241	179.41	5.63	12.53	-0.31	39.6	-36.38	200.68	2 007.32	-13.28	23.07	-6.63	29.97
69	5.6	329.83	35.67	-29.65	441.5	447.36	638.49	2.18	9.99	-4.15	30.51	-30.50	392.47	1 654.07	-10.64	14	-1.58	20.8
70	11.92	702.56	92.46	-9.65	663.59	524.56	567.83	10.59	17.38	5.63	32.63	-13.35	847.75	1 179.98	2.19	18.28	10.1	23.97
71	13.79	812.51	108.59	-6.81	727.71	537.12	625.8	11.22	18.05	6.03	33.92	-14.68	873.68	1 181.69	3.64	19.46	11.71	24.82
72	14.4	848.26	114.66	-0.60	755.06	556.57	600.08	12.73	19.41	7.61	34.27	-10.63	946.6	1 239.92	5.89	19.88	13.56	25.24
73	15.21	896.42	124.41	-0.17	782.48	568.02	514.1	14.41	20.77	9.57	34.5	-6.13	1 087.39	1 141.82	7.53	20.55	14.91	25.73
74	15.09	889.35	122.93	-0.53	784.07	637.25	416.03	13.52	20.1	8.51	34.6	-10.80	922.13	1 209.45	6.39	20.58	14.05	25.83
75	5.98	352.11	39.35	-28.83	455.83	453.18	648.75	2.52	10.34	-3.75	31.51	-29.59	421.56	1 589.55	-10.55	14.7	-1.45	21.46
76	6.31	371.98	43.01	-30.05	468.72	376.15	772.41	1.82	9.17	-3.93	31.16	-31.14	592.08	1 487.68	-10.88	15.36	-2.27	21.89
77	5.5	324.28	31.52	-22.77	435.04	557.79	494.47	5.41	13.56	-2.04	26.28	-22.67	380.17	1 856.92	-4.44	12.25	4.69	18.76
78	5.61	330.58	32.31	-33.76	439.56	546.19	472.25	0.91	8.28	-4.98	26.04	-28.51	453.78	1 482.96	-7.85	12.33	1.48	18.79
79	6.17	363.32	36.63	-12.12	459.9	397.29	616.82	8.4	16.08	3.12	27.12	-15.85	629.65	1 195.14	0.03	12.98	8.52	19.56

序号	q1	q2	q3	q4	q5	q6	q7	q8	q9	q10	q11	q12	q13	q14	q15	q16	q17	q18
Number	q1	q2	q3	q4	q5	q6	q7	q8	q9	q10	q11	q12	q13	q14	q15	q16	q17	q18
1	10.14	597.29	74.42	-12.72	594.54	469.92	630.35	9.46	15.47	5.28	30.16	-10.66	1 072.32	1 140.86	2.19	16.38	9.03	22.18
2	6.69	394.26	46.62	-28.59	481.49	622	587.04	3.12	10.72	-3.23	29.38	-29.63	155.02	2 022.41	-8.51	15.32	-0.71	22.08
3	7.14	420.61	50.41	-25.08	498.92	498.96	641.32	4.46	12.03	-1.69	32.16	-27.99	397.27	1 626.84	-8.68	16	-0.36	22.8
4	7.34	432.45	53.57	-32.23	507.48	654.02	518.95	1.77	9.52	-5.93	31.27	-36.42	154.33	2 040.67	-10.63	16.65	-2.67	23.72
5	8.91	524.9	62.4	-15.97	556.49	482.94	599.87	7.39	14.68	1.85	29.68	-18.41	656.17	1 280.63	-1.03	15.37	7.47	21.58
6	11.46	675.3	85.47	-9.53	646.83	489.93	665.1	9.76	16.78	4.54	32.39	-14.43	756.46	1 120.42	1.61	17.76	9.74	23.64
7	8.61	507.17	57.94	-7.86	542.93	415.13	685.59	9.97	16.79	5.53	29.81	-9.75	799.02	990.56	2.18	15.42	9.51	21.77
8	8.61	507.17	57.94	-7.86	542.93	415.13	685.59	9.97	16.79	5.53	29.81	-9.75	799.02	990.56	2.18	15.42	9.51	21.77
9	5.66	333.73	32.7	-35.77	441.82	558.31	461.13	0.05	7.35	-5.66	25.93	-30.03	449.41	1 374.62	-8.72	12.38	0.88	18.81
10	9.77	575.97	70.76	-14.35	588.94	431.18	619.95	8.23	15.63	2.85	31.24	-17.64	756.27	1 146.48	-0.66	16.6	7.98	22.82
11	5.2	306.19	29.5	-28.23	421.44	536.5	522.41	3.37	9.64	-1.75	25.99	-23.80	530.66	1 708.89	-5.06	12.21	1.76	18.8
12	5.3	312.25	31.17	-22.61	426.53	518.42	552.55	5.29	12.54	-0.50	27.76	-22.42	383.76	1 601.59	-5.26	12.63	2.8	19.34
13	8.49	500.39	66.82	-24.80	546.41	700	688.76	6.07	12.85	-0.01	36.95	-33.03	357.41	1 905.71	-12.18	21.39	-5.25	27.61
14	7.35	432.96	53.01	-28.23	508.97	642.6	499.31	3.63	10.9	-2.98	31.04	-29.95	266.13	1 872.07	-8.12	16.36	-0.55	23.31
15	9.16	539.62	63.87	-16.41	562.97	486.64	640.17	7.1	13.97	2.13	30.11	-17.61	723.23	1 139.21	-0.97	15.73	7.08	21.85
16	10.51	619.57	79.29	-14.76	613.92	517.9	563.63	8.68	15.53	3.36	30.52	-15.88	795.38	1 318.77	0.67	16.55	8.79	22.36
17	10.26	604.36	75.02	-18.39	609.08	416.73	732.7	7.04	12.47	3.33	31.95	-14.41	833.69	1 001.01	-2.27	17.76	3.64	23.7
18	11.94	703.83	89.71	-5.03	661.09	470.88	697.44	10.87	17.78	6.02	32.5	-11.87	890.26	1 033.44	3.23	18.07	11.07	23.76
19	11.19	659.42	82.59	-7.84	634.69	456.92	682.43	10.07	17.14	5.05	32.14	-13.06	818.31	1 075.67	2.14	17.5	10.15	23.43
20	18.23	1 074.00	158.7	0	894.06	479.02	575.07	19.98	27.39	15.15	35.37	0.42	1 419.99	1 126.09	12.83	22.33	22.74	26.69
21	6.24	367.47	42.41	-27.46	466.09	495.2	640.2	3.34	11.21	-2.99	32.65	-29.63	386.77	1 650.99	-10.76	15.51	-1.81	22.27
22	9.93	585.31	72.6	-12.38	593.32	494.95	580.72	9.12	16.17	3.86	30.89	-15.78	735.68	1 252.34	0.68	16.4	8.74	22.46
23	6.98	411.51	48.73	-27.28	494.82	616.62	502.4	3.6	9.77	-1.57	30.03	-26.78	465.41	1 689.03	-6.44	15.54	0.26	22.35
24	6.9	406.87	45.85	-22.63	488.11	377.28	715.29	5.08	12.96	-0.90	30.32	-24.85	554.6	1 383.69	-5.99	14.56	3.37	21.08
25	10.15	598.38	83.43	-21.31	614.38	785.05	504.24	8.71	15.37	2.86	38.5	-27.49	216.75	1 824.40	-8.11	23.36	-1.12	29.83
26	6.95	409.75	48.74	-25.52	493.32	510.11	645.36	4.44	12.03	-1.75	32.1	-28.38	384.18	1 641.44	-9.00	16.03	-0.50	22.88
27	8.18	481.79	54.69	-11.27	527.8	372.18	720.44	8.7	15.75	3.96	29.85	-12.60	762.09	1 063.30	0.23	15.01	7.82	21.51
28	6.83	402.65	44.91	-23.42	484.68	326.48	708.79	4.31	12.12	-1.65	29.52	-25.08	620.67	1 373.99	-6.29	14.1	2.9	20.66
29	16.16	952.57	134.64	-0.01	800.26	645.77	388.72	16.88	23.09	12.28	35.96	-3.83	1 013.49	1 262.49	9.58	21.84	16.59	26.93
30	9.4	553.79	65.61	-18.91	574.6	441.21	744.7	6.73	14.62	0.79	30.98	-21.78	679.58	1 205.12	-2.60	16.29	7.16	22.33
31	5.2	306.19	29.5	-28.11	421.44	533.72	522.41	3.46	9.46	-1.29	25.99	-22.54	584.04	1 655.09	-4.52	12.21	2.05	18.8
32	14.42	849.88	114.75	-0.02	755.14	531.91	640.22	12.73	19.34	7.72	34.23	-10.27	967.82	1 239.68	6.02	19.89	13.54	25.2
33	5.78	340.75	35.25	-29.26	446.71	442.6	585.3	2.35	10.01	-4.00	27.78	-28.85	418.6	1 628.70	-8.07	12.97	0.63	19.8
34	12	707.15	90.7	-4.18	664.78	487.42	658.14	11.44	18.23	6.69	32.63	-10.13	912.13	1 023.15	3.76	18.2	11.45	23.91
35	9.57	563.76	65.93	-12.86	576.25	480.85	715.45	9.27	17.53	2.74	30.92	-19.36	457.92	1 228.06	-0.17	16.18	9.92	22.38
36	6.11	360.06	39.05	-27.38	459.05	481.83	585.58	3.17	11.08	-3.45	29.46	-28.27	395.05	1 667.39	-8.09	13.96	0.85	20.8
37	6.31	371.78	43.35	-29.62	467.57	540.27	595.95	2.05	10.22	-4.50	33.14	-31.11	379.52	1 606.04	-11.64	15.66	-1.96	22.53
38	5.24	308.78	30.67	-30.79	432.71	167.85	815.79	1.31	9.3	-4.86	28.86	-30.88	608.64	1 399.61	-10.12	12.97	0.3	19.6
39	6.44	379.36	44.03	-30.47	470.47	592.34	580.75	0.91	9.47	-5.94	34.3	-34.30	517.12	1 508.86	-13.16	15.92	-2.45	22.73
40	6.76	398.56	44.79	-24.59	486.11	310.71	708.67	4.09	11.74	-1.70	30.62	-25.57	615.02	1 341.88	-7.04	14.66	2.36	21.24
41	6.69	394.23	46.76	-26.80	482.93	459.99	717.88	3.75	11.29	-2.34	32.28	-29.45	423.22	1 613.20	-10.11	15.95	-1.60	22.53
42	9.31	548.44	66.7	-15.82	569.38	518.84	568.4	7.54	14.42	2.17	30.13	-18.11	675	1 360.48	-0.93	15.82	6.95	21.91
43	6.12	360.36	39.39	-29.66	460.12	542.89	529.96	2.57	9.84	-3.86	28.45	-28.67	369.58	1 813.62	-7.96	14.02	0.06	20.78
44	14.66	863.67	117.61	0	766.31	568.2	588.9	13.51	20.21	8.41	34.46	-9.32	978.99	1 249.82	6.69	20.1	14.44	25.44
45	5.66	333.24	33.66	-26.44	440.42	528.56	523.99	3.73	11.08	-2.54	26.84	-25.40	410.79	1 715.95	-5.79	12.78	2.42	19.43
序号	q1	q2	q3	q4	q5	q6	q7	q8	q9	q10	q11	q12	q13	q14	q15	q16	q17	q18
Number	q1	q2	q3	q4	q5	q6	q7	q8	q9	q10	q11	q12	q13	q14	q15	q16	q17	q18
46	5.85	345	36.72	-25.93	449.64	428.41	637.06	3.54	11.33	-2.68	29.68	-27.48	446.23	1 564.19	-8.25	13.63	0.69	20.4
47	8.95	527.27	62.01	-18.40	556.48	489.18	662.54	6.94	14.56	0.92	30.03	-21.36	578.09	1 300.50	-2.42	15.49	6.76	21.57
48	6.17	363.74	40.2	-26.41	461.76	474.28	610.01	3.64	11.39	-2.73	30.01	-27.82	406.31	1 638.73	-8.25	14.24	0.54	20.98
49	9.5	559.95	67.4	-13.59	578.99	422.88	663.09	8.21	15.72	2.68	31.35	-17.44	707.51	1 168.55	-0.57	16.31	8.06	22.67
50	5.94	349.86	39.18	-30.26	454.61	496.02	591.27	2.16	9.96	-4.53	30.4	-31.33	301.45	1 778.83	-10.64	14.35	-2.03	21.27
51	6.37	375.1	42.09	-26.40	469.09	478.08	621.32	3.7	11.35	-2.57	30.16	-27.89	412.85	1 638.26	-8.27	14.44	0.36	21.2
52	4.88	287.63	28.67	-31.59	415.12	386.84	678.77	0.9	8.9	-5.51	29.31	-32.48	417.36	1 616.21	-11.73	12.66	-2.33	19.47
53	6.18	364.15	39.39	-27.01	460.63	480.59	587.69	3.12	10.72	-3.30	28.39	-28.23	408.29	1 667.64	-7.65	13.47	0.95	20.16
54	7.73	455.2	51.84	-19.31	516.99	369.69	680.23	6.05	13.86	0.21	29.8	-21.61	663.84	1 302.88	-3.43	14.74	5.81	21.25
55	9.06	533.62	63.12	-15.31	558.79	489.06	627.82	7.7	14.09	3.16	30	-16.11	820.56	1 145.39	-0.12	15.65	7.26	21.8
56	5.63	331.99	35.22	-31.54	445.14	355.25	679.57	1.09	9.15	-5.08	30.68	-29.93	480.05	1 458.35	-11.28	13.92	-1.29	20.65
57	7.32	431.27	53.05	-26.43	507.92	594.21	669.25	4.35	11.53	-1.69	32.64	-29.02	336.84	1 763.62	-9.46	16.9	-1.78	23.82
58	5.83	343.61	38	-32.36	450.23	505.21	584.28	1.03	8.68	-5.68	29.53	-32.75	303.04	1 824.46	-10.98	13.98	-2.60	20.9
59	5.48	322.89	33.88	-28.59	436.28	407.78	654.8	2.33	10.24	-4.06	29.52	-29.64	410.24	1 614.88	-9.88	13.31	-0.75	20.12
60	8.98	529.03	62.96	-14.56	562.97	387.36	666.78	8.35	16.15	2.69	31.29	-17.46	660.96	1 203.75	-1.30	16.52	7.55	22.94
61	9.19	541.32	63.11	-6.76	563.53	439.58	670.93	10.6	18.05	5.36	31.14	-10.50	707.07	1 066.99	2.25	16.15	10.29	22.69
62	13.32	784.99	103.84	-7.95	715.13	507.5	681	10.13	17.12	4.79	33.48	-16.78	841.34	1 167.11	2.47	18.99	10.79	24.39
63	6.88	405.29	45.32	-22.85	486.5	436.73	632.38	4.87	12.69	-1.22	29.89	-24.79	517.01	1 447.77	-5.86	14.45	3.2	21.08
64	5.2	306.19	29.5	-27.93	421.44	529.55	522.41	3.59	9.2	-0.62	25.99	-20.65	664.1	1 574.39	-3.72	12.21	2.48	18.8
65	5.4	318.4	30.85	-30.40	430.78	534.8	498.45	2.35	9.64	-3.68	26.05	-25.83	465.04	1 647.30	-6.37	12.23	2.29	18.75
66	9.15	539.35	62.37	-13.42	563.19	482.01	663.54	8.98	16.87	2.84	30.95	-19.56	500.74	1 242.15	-0.19	15.9	9.17	22.27
67	4.45	261.92	23.27	-26.42	399.77	254.25	707.21	3.37	11.81	-3.02	26.9	-27.17	503.18	1 533.04	-7.39	11.29	2.02	18.4
68	9.56	563.31	79.46	-25.13	597.84	705.241	179.41	5.63	12.53	-0.31	39.6	-36.38	200.68	2 007.32	-13.28	23.07	-6.63	29.97
69	5.6	329.83	35.67	-29.65	441.5	447.36	638.49	2.18	9.99	-4.15	30.51	-30.50	392.47	1 654.07	-10.64	14	-1.58	20.8
70	11.92	702.56	92.46	-9.65	663.59	524.56	567.83	10.59	17.38	5.63	32.63	-13.35	847.75	1 179.98	2.19	18.28	10.1	23.97
71	13.79	812.51	108.59	-6.81	727.71	537.12	625.8	11.22	18.05	6.03	33.92	-14.68	873.68	1 181.69	3.64	19.46	11.71	24.82
72	14.4	848.26	114.66	-0.60	755.06	556.57	600.08	12.73	19.41	7.61	34.27	-10.63	946.6	1 239.92	5.89	19.88	13.56	25.24
73	15.21	896.42	124.41	-0.17	782.48	568.02	514.1	14.41	20.77	9.57	34.5	-6.13	1 087.39	1 141.82	7.53	20.55	14.91	25.73
74	15.09	889.35	122.93	-0.53	784.07	637.25	416.03	13.52	20.1	8.51	34.6	-10.80	922.13	1 209.45	6.39	20.58	14.05	25.83
75	5.98	352.11	39.35	-28.83	455.83	453.18	648.75	2.52	10.34	-3.75	31.51	-29.59	421.56	1 589.55	-10.55	14.7	-1.45	21.46
76	6.31	371.98	43.01	-30.05	468.72	376.15	772.41	1.82	9.17	-3.93	31.16	-31.14	592.08	1 487.68	-10.88	15.36	-2.27	21.89
77	5.5	324.28	31.52	-22.77	435.04	557.79	494.47	5.41	13.56	-2.04	26.28	-22.67	380.17	1 856.92	-4.44	12.25	4.69	18.76
78	5.61	330.58	32.31	-33.76	439.56	546.19	472.25	0.91	8.28	-4.98	26.04	-28.51	453.78	1 482.96	-7.85	12.33	1.48	18.79
79	6.17	363.32	36.63	-12.12	459.9	397.29	616.82	8.4	16.08	3.12	27.12	-15.85	629.65	1 195.14	0.03	12.98	8.52	19.56

序号 Number	NX	ND	NJDW	NJGW	JDZD	JDZG	1YD	7YG	DJD	XJG	JSX	JSD	RZX	RZD	GZX	GZD
1	3.6	15.3	-0.6	21.4	-20.6	34.0	-8.7	25.7	-1.8	21.0	608.8	1 766.5	701.6	1 574.4	405.1	529.6
2	3.1	3.1	-3.2	10.7	-29.6	29.4	-15.1	22.1	-5.3	13.1	155.0	155.0	2 022.4	2 022.4	622.0	622.0
3	-4.2	17.3	-11.2	23.1	-47.5	41.3	-24.9	32.4	-14.9	24.4	15.0	1 165.4	790.6	2 228.9	48.0	890.0
4	0.3	5.4	-8.3	13.0	-43.5	37.1	-21.8	29.2	-10.3	19.0	64.2	287.9	1 926.8	2 160.5	546.8	782.3
5	-0.3	14.6	-5.7	20.6	-36.9	34.3	-18.1	26.0	-7.4	20.8	298.7	1 165.4	796.1	1 918.5	345.5	558.3
6	4.7	14.6	-2.1	21.9	-27.1	34.8	-14.0	26.0	-3.4	20.8	322.0	1 165.4	796.1	1 298.9	396.4	641.8
7	6.0	13.1	2.2	19.3	-15.9	31.6	-6.1	23.4	0.1	16.3	608.8	1 165.4	796.1	1 195.1	396.4	467.7
8	6.0	13.1	2.2	19.3	-15.9	31.6	-6.1	23.4	0.1	16.3	608.8	1 165.4	796.1	1 195.1	396.4	467.7
9	0.0	0.0	-5.7	7.3	-30.0	25.9	-17.1	18.8	-6.7	11.0	449.4	449.4	1 374.6	1 374.6	558.3	558.3
10	0.0	17.4	-6.4	23.9	-33.5	35.4	-19.7	27.6	-8.6	21.9	449.4	1 165.4	796.1	1 552.5	130.3	694.9
11	3.3	3.4	-2.0	9.8	-24.5	26.0	-11.5	18.8	-3.3	10.4	503.2	585.6	1 650.0	1 738.4	533.7	537.9
12	0.0	8.9	-5.7	16.2	-30.0	30.1	-17.1	20.1	-7.4	11.7	42.0	708.7	1 098.7	1 946.1	384.5	567.9
13	5.5	6.6	-0.5	13.4	-33.8	37.0	-18.0	27.7	-8.7	18.5	351.0	363.8	1 901.3	1 910.2	700.0	700.0
14	0.3	11.5	-8.3	19.4	-43.5	40.2	-21.8	31.9	-10.3	22.0	47.0	664.1	1 574.4	2 151.7	529.6	871.8
15	0.0	13.1	-5.7	19.3	-30.0	34.2	-17.1	24.9	-6.7	18.7	449.4	1 165.4	796.1	1 574.4	396.0	610.3
16	-2.2	20.0	-8.6	27.4	-36.9	35.7	-21.6	26.9	-11.8	22.3	298.7	1 766.5	701.6	1 918.5	332.7	634.7
17	7.0	7.0	3.3	12.5	-14.4	32.0	-6.1	23.7	0.1	16.1	833.7	833.7	1 001.0	1 001.0	416.7	416.7
18	6.1	13.1	0.4	19.3	-26.7	34.2	-10.7	25.2	-1.0	19.6	662.6	1 165.4	796.1	1 239.7	396.0	531.9
19	6.0	13.1	0.4	19.3	-26.7	34.2	-10.7	25.2	-1.0	19.6	491.3	1 165.4	796.1	1 325.5	367.8	531.9
20	20.0	20.0	15.1	27.4	0.4	35.4	6.5	26.7	14.5	22.3	1 420.0	1 420.0	1 126.1	1 126.1	479.0	479.0
21	-1.6	9.1	-8.1	16.2	-44.8	40.9	-24.3	31.3	-14.0	21.5	55.5	574.1	1 429.9	2 080.6	189.9	767.1
22	0.0	19.1	-5.7	26.0	-30.3	36.0	-17.1	26.9	-6.7	21.1	322.0	1 165.4	790.6	1 741.1	232.3	747.0
23	3.6	3.6	-3.5	10.9	-39.1	38.1	-18.6	29.4	-8.4	19.8	68.0	664.1	1 574.4	1 918.3	529.6	790.8
24	-1.5	12.7	-7.6	19.3	-36.7	39.5	-22.8	29.9	-11.3	21.7	344.3	967.8	914.2	1 637.9	31.7	675.2
25	8.5	8.9	2.5	15.8	-28.3	38.6	-14.2	29.9	-4.8	20.5	183.9	329.1	1 542.5	1 926.8	746.4	796.0
26	-3.6	13.1	-9.5	20.0	-47.5	40.7	-23.9	32.0	-14.3	22.2	24.7	1 165.4	796.1	2 228.9	60.4	869.4
27	3.0	13.1	-3.4	19.3	-28.0	31.6	-15.4	23.4	-6.0	16.3	486.6	1 165.4	796.1	1 520.1	256.5	467.7
28	-2.1	17.3	-8.9	21.2	-37.4	40.4	-22.8	31.8	-12.3	24.4	266.8	1 165.4	796.1	1 920.6	7.7	612.8
29	16.9	16.9	12.3	23.1	-3.8	36.0	4.1	26.9	10.8	21.0	1 013.5	1 013.5	1 262.5	1 262.5	645.8	645.8
30	4.7	9.7	-2.1	16.0	-27.1	31.5	-14.0	23.3	-3.0	15.8	573.6	837.8	1 005.9	1 310.6	407.1	464.2
31	3.3	3.6	-2.0	9.8	-24.5	26.0	-11.5	18.8	-3.3	10.4	503.2	664.1	1 574.4	1 738.4	529.6	537.9
32	12.7	12.7	7.7	19.3	-10.3	34.2	-0.2	25.2	7.3	19.6	967.8	967.8	1 239.7	1 239.7	531.9	531.9
33	-2.1	9.2	-8.9	17.3	-39.1	38.1	-22.5	29.4	-12.3	19.8	68.0	705.0	1 115.9	2 160.5	205.5	790.8
34	6.1	15.5	0.4	22.1	-26.7	35.9	-10.7	26.5	-1.0	20.8	662.6	1 165.4	796.1	1 298.8	396.0	750.8
35	9.3	9.3	2.7	17.5	-19.4	30.9	-8.3	22.4	1.6	15.2	457.9	457.9	1 228.1	1 228.1	480.8	480.8
36	-3.7	9.3	-10.6	17.5	-43.5	37.1	-24.0	29.2	-14.2	19.0	68.9	867.3	1 098.7	2 228.9	189.9	760.2
37	-0.5	6.5	-7.6	14.6	-34.3	36.2	-22.8	25.5	-10.7	15.6	203.4	517.1	1 496.0	1 837.5	189.9	681.0
38	0.0	2.4	-6.7	10.9	-35.9	31.9	-21.1	22.1	-9.5	12.9	536.5	656.3	1 352.6	1 442.9	60.4	339.4
39	0.9	0.9	-5.9	9.5	-34.3	34.3	-21.3	22.7	-10.2	13.4	517.1	517.1	1 508.9	1 508.9	592.3	592.3
40	0.0	12.3	-6.7	19.3	-35.9	34.2	-21.1	24.9	-9.5	18.7	480.1	833.7	1 001.0	1 496.3	60.4	610.3
41	-4.2	13.1	-11.2	19.3	-47.6	40.6	-31.1	31.3	-19.5	22.4	42.0	1 165.4	796.1	2 109.0	7.7	796.0
42	-0.3	16.9	-5.7	23.1	-36.9	36.0	-18.1	26.9	-7.4	21.0	327.4	1 165.4	790.6	1 906.5	275.7	687.5
43	-0.7	3.6	-6.6	11.8	-44.0	38.9	-24.9	29.2	-14.0	19.1	68.9	728.9	1 356.8	2 120.2	33.7	760.2
44	12.7	15.9	7.7	22.8	-10.3	35.1	-0.2	26.2	7.3	20.5	967.8	1 012.5	1 239.7	1 280.3	531.9	677.1
45	0.0	8.9	-7.5	16.2	-36.6	34.1	-20.3	26.5	-9.9	16.7	74.6	713.9	1 098.7	2 228.9	275.7	690.4
序号 Number	NX	ND	NJDW	NJGW	JDZD	JDZG	1YD	7YG	DJD	XJG	JSX	JSD	RZX	RZD	GZX	GZD
46	-3.6	13.1	-9.5	21.1	-47.5	38.6	-23.9	29.9	-14.3	20.5	42.0	1 165.4	796.1	1 946.1	31.7	796.0
47	4.7	9.3	-2.1	17.5	-27.1	32.4	-14.0	23.7	-3.0	17.0	379.0	833.7	1 001.0	1 741.1	416.7	550.7
48	-4.2	13.1	-11.2	20.0	-47.5	40.4	-24.8	31.9	-14.9	22.4	29.1	1 165.4	796.1	2 180.4	7.7	871.8
49	-1.2	14.4	-7.8	21.9	-37.4	34.2	-20.9	25.2	-10.5	19.6	322.0	1 165.4	796.1	1 496.3	130.3	611.1
50	-5.3	12.2	-11.4	20.0	-47.5	40.7	-23.9	32.0	-14.7	22.2	24.7	679.5	1 352.6	2 228.9	60.4	869.4
51	-4.2	14.6	-11.2	21.3	-47.5	41.3	-24.8	32.2	-14.9	22.3	15.0	1 766.5	701.6	2 228.9	7.7	831.8
52	-4.2	7.3	-11.2	14.9	-47.5	35.5	-24.8	24.1	-14.9	14.9	160.2	738.6	1 302.6	1 941.6	7.7	675.2
53	-4.2	13.1	-11.2	19.6	-47.5	38.9	-24.8	29.2	-14.9	19.6	42.0	1 165.4	796.1	2 180.4	189.9	760.2
54	-1.2	15.9	-7.8	22.8	-37.4	35.1	-21.3	26.2	-10.5	20.5	298.7	1 165.4	796.1	1 918.5	7.7	677.1
55	-0.3	14.6	-5.1	21.2	-36.9	34.8	-18.1	25.5	-7.4	19.5	407.2	1 766.5	701.6	1 574.4	396.4	641.8
56	-1.6	3.8	-8.1	11.7	-33.9	31.7	-21.9	21.7	-11.5	12.5	480.0	480.1	1 421.1	1 495.6	313.8	396.7
57	-0.5	12.0	-6.7	19.3	-39.9	41.1	-22.8	32.4	-11.4	22.6	40.7	705.0	1 404.4	2 054.3	244.3	890.0
58	-4.2	12.2	-11.2	19.4	-47.5	39.7	-24.8	31.1	-14.9	21.4	49.3	664.1	1 505.5	2 228.9	189.9	856.1
59	-4.2	13.1	-11.2	20.0	-47.5	40.4	-24.8	32.0	-14.9	22.2	24.7	1 165.4	790.6	2 180.4	7.7	869.4
60	1.2	12.5	-5.2	19.8	-33.5	32.8	-19.1	25.1	-7.6	17.2	434.7	919.6	966.4	1 394.1	130.3	469.8
61	8.3	13.1	1.6	19.3	-18.0	31.6	-9.0	23.4	0.4	16.3	434.7	1 165.4	796.1	1 341.6	396.4	469.8
62	6.1	12.7	0.4	19.3	-26.7	34.2	-10.7	25.2	-1.0	19.6	662.6	967.8	1 054.3	1 239.7	490.6	531.9
63	-3.6	14.4	-9.5	21.9	-47.5	36.2	-23.9	26.5	-14.3	19.6	85.6	967.8	966.4	2 180.4	7.7	690.4
64	3.6	3.6	-0.6	9.2	-20.6	26.0	-8.7	18.8	-1.8	10.4	664.1	664.1	1 574.4	1 574.4	529.6	529.6
65	0.0	3.6	-5.7	11.8	-30.0	26.3	-17.1	18.8	-6.7	11.0	298.7	664.1	1 374.6	1 918.5	508.6	558.3
66	3.3	14.4	-2.5	21.9	-30.3	31.0	-13.3	22.4	-4.0	15.2	322.0	722.3	1 110.8	1 387.5	477.2	488.0
67	3.0	4.0	-3.4	12.3	-28.0	27.1	-15.4	18.6	-6.0	9.3	486.6	528.0	1 520.1	1 552.5	250.8	256.5
68	0.8	9.1	-6.2	16.2	-47.6	40.6	-28.6	31.3	-16.9	21.5	55.5	282.0	1 744.6	2 092.9	652.2	767.1
69	-3.6	8.9	-9.5	16.5	-47.5	38.6	-23.9	29.9	-14.3	20.5	34.9	738.6	1 082.7	2 132.8	7.7	796.0
70	-2.2	20.7	-8.6	27.7	-36.9	35.7	-21.6	27.0	-11.8	22.3	270.0	1 766.5	701.6	1 793.2	332.7	762.3
71	6.1	16.9	0.4	23.1	-26.7	36.0	-10.7	26.9	-1.0	21.0	662.6	1 013.5	1 054.3	1 262.5	490.6	645.8
72	12.7	12.7	7.3	19.6	-11.7	34.4	-1.4	25.3	6.6	19.6	882.9	967.8	1 239.7	1 240.6	531.9	630.5
73	12.7	16.9	7.3	23.1	-11.7	36.0	-1.4	26.9	6.6	22.0	882.9	1 766.5	701.6	1 262.5	433.2	645.8
74	12.7	14.0	7.3	20.5	-13.5	34.8	-1.4	26.4	6.6	20.9	855.7	1 027.7	1 177.4	1 240.6	608.5	672.7
75	-2.1	11.7	-8.9	17.9	-37.2	40.4	-22.8	30.2	-12.4	22.4	177.8	738.6	1 115.9	1 927.1	7.7	778.2
76	-1.4	6.2	-5.9	13.7	-37.2	36.6	-21.3	27.8	-12.4	19.6	369.1	738.6	1 302.6	1 644.3	7.7	626.6
77	5.4	5.4	-2.0	13.6	-22.7	26.3	-13.4	18.8	-2.9	10.8	380.2	380.2	1 856.9	1 856.9	557.8	557.8
78	0.0	2.6	-5.7	10.1	-30.0	26.3	-17.1	18.8	-6.7	11.0	449.4	462.5	1 374.6	1 699.6	521.9	558.3
79	8.4	8.4	3.1	16.1	-15.9	27.1	-6.1	19.6	1.9	11.2	629.7	629.7	1 195.1	1 195.1	397.3	397.3