Biodiv Sci ›› 2022, Vol. 30 ›› Issue (1): 21157. DOI: 10.17520/biods.2021157
• Original Papers: Animal Diversity • Next Articles
Chao Zhang1, Minhao Chen1, Li Yang2, Hongfei Zhuang1, Shuhong Wu1, Zhenjie Zhan1, Jiadong Wang1, Xiaofeng Luan1,*()
Received:
2021-04-24
Accepted:
2021-08-26
Online:
2022-01-20
Published:
2022-01-29
Contact:
Xiaofeng Luan
Chao Zhang, Minhao Chen, Li Yang, Hongfei Zhuang, Shuhong Wu, Zhenjie Zhan, Jiadong Wang, Xiaofeng Luan. Distribution pattern and identification of conservation priority areas of the otter in Northeast China[J]. Biodiv Sci, 2022, 30(1): 21157.
环境变量 Environmental variables | 第一次方差膨胀因子评估 VIF evaluation for the first time | 第二次方差膨胀因子评估 VIF evaluation for the second time | 重要性 Importance |
---|---|---|---|
年降水量 Annual precipitation | 14.246 | - | - |
最湿季降水量 Precipitation of wettest quarter | 6.432 | 2.815 | 0.017 |
最干季降水量 Precipitation of driest quarter | 4.322 | 2.870 | 0.018 |
距河流距离 Distance from river | 1.361 | 1.357 | 0.521 |
湿润指数 Moisture index | 3.120 | 2.946 | 0.051 |
海拔 Elevation | 7.402 | 7.078 | 0.006 |
地表起伏度 Relief degree of land surface | 6.491 | 6.416 | 0.002 |
有林地密度 Forest density | 2.732 | 2.429 | 0.02 |
距道路距离 Distance from road | 1.389 | 1.376 | 0.003 |
人口密度 Human density | 1.070 | 1.067 | 0.117 |
人类压力 Anthropogenic pressures | 2.590 | 2.500 | 0.048 |
Table 1 Variance inflation factor (VIF) value and importance of environmental variables
环境变量 Environmental variables | 第一次方差膨胀因子评估 VIF evaluation for the first time | 第二次方差膨胀因子评估 VIF evaluation for the second time | 重要性 Importance |
---|---|---|---|
年降水量 Annual precipitation | 14.246 | - | - |
最湿季降水量 Precipitation of wettest quarter | 6.432 | 2.815 | 0.017 |
最干季降水量 Precipitation of driest quarter | 4.322 | 2.870 | 0.018 |
距河流距离 Distance from river | 1.361 | 1.357 | 0.521 |
湿润指数 Moisture index | 3.120 | 2.946 | 0.051 |
海拔 Elevation | 7.402 | 7.078 | 0.006 |
地表起伏度 Relief degree of land surface | 6.491 | 6.416 | 0.002 |
有林地密度 Forest density | 2.732 | 2.429 | 0.02 |
距道路距离 Distance from road | 1.389 | 1.376 | 0.003 |
人口密度 Human density | 1.070 | 1.067 | 0.117 |
人类压力 Anthropogenic pressures | 2.590 | 2.500 | 0.048 |
Fig. 2 Models selection (TSS, True skill statistics; AUC, Area under the receiver operating characteristic curve). GLM, Generalized linear model; GBM, Generalized boosted regression model; GAM: Generalized additive model; CTA, Classification tree analysis; ANN, Artificial neural network; SRE, Surface range envelope; FDA, Flexible discriminant analysis; MARS, Multiple adaptive regression splines; RF: Random forest; MaxEnt, Maximum entropy.
潜在分布区面积 Potential distribution (km2) | 保护优先区面积 Conservation priority areas (km2) | 潜在分布区平均人类压力 Mean anthropogenic pressures of potential distribution (0-1) | 保护优先区平均人类压力 Mean anthropogenic pressures of conservation priority areas (0-1) | |
---|---|---|---|---|
内蒙古 Inner Mongolia | 50,503.58 | 30,613.58 | 0.063 | 0.045 |
黑龙江 Heilongjiang | 48,533.40 | 10,269.55 | 0.078 | 0.065 |
吉林 Jilin | 5,250.36 | 4,338.16 | 0.148 | 0.135 |
辽宁 Liaoning | 227.7 | 227.7 | 0.223 | 0.223 |
Table 2 Potential distribution and conservation priority areas of the otter and mean anthropogenic pressures in each provinces/ autonomous region
潜在分布区面积 Potential distribution (km2) | 保护优先区面积 Conservation priority areas (km2) | 潜在分布区平均人类压力 Mean anthropogenic pressures of potential distribution (0-1) | 保护优先区平均人类压力 Mean anthropogenic pressures of conservation priority areas (0-1) | |
---|---|---|---|---|
内蒙古 Inner Mongolia | 50,503.58 | 30,613.58 | 0.063 | 0.045 |
黑龙江 Heilongjiang | 48,533.40 | 10,269.55 | 0.078 | 0.065 |
吉林 Jilin | 5,250.36 | 4,338.16 | 0.148 | 0.135 |
辽宁 Liaoning | 227.7 | 227.7 | 0.223 | 0.223 |
Fig. 5 Anthropogenic pressures in potential distribution (a) and conservation priority areas (b) of the otter. NMG: Inner Mongolia; HLJ: Heilongjiang; JL: Jilin; LN: Liaoning.
[1] |
Allouche O, Tsoar A, Kadmon R (2006) Assessing the accuracy of species distribution models: Prevalence, kappa and the true skill statistic (TSS). Journal of Applied Ecology, 43, 1223-1232.
DOI URL |
[2] |
Braunisch V, Coppes J, Arlettaz R, Suchant R, Schmid H, Bollmann K (2013) Selecting from correlated climate variables: A major source of uncertainty for predicting species distributions under climate change. Ecography, 36, 971-983.
DOI URL |
[3] | Chen L (2016) The implementation of the concept of green development and full implementation of the River Chief System management model. Guangdong Water Resources and Hydropower, (12), 2-3. (in Chinese) |
[ 陈雷 (2016) 落实绿色发展理念, 全面推行河长制河湖管理模式. 广东水利水电, (12), 2-3.] | |
[4] |
Cianfrani C, Lay GL, Maiorano L, Satizábal HF, Loy A, Guisan A (2011) Adapting global conservation strategies to climate change at the European scale: The otter as a flagship species. Biological Conservation, 144, 2068-2080.
DOI URL |
[5] | Ding YH (2013) China’s Climate. Science Press, Beijing. (in Chinese) |
[ 丁一汇 (2013) 中国气候. 科学出版社, 北京.] | |
[6] |
Dormann CF, Elith J, Bacher S, Buchmann C, Carl G, Carré G, Marquéz JRG, Gruber B, Lafourcade B, Leitão PJ, Münkemüller T, McClean C, Osborne PE, Reineking B, Schröder B, Skidmore AK, Zurell D, Lautenbach S (2013) Collinearity: A review of methods to deal with it and a simulation study evaluating their performance. Ecography, 36, 27-46.
DOI URL |
[7] |
Erlinge S (1967) Home range of the otter Lutra lutra L. in Southern Sweden. Oikos, 18, 186-209.
DOI URL |
[8] | Gomez L, Leupen B, Theng M, Fernandez K, Savage M (2016) Illegal Otter Trade: An Analysis of Seizures in Selected Asian Countries (1980-2015). Traffic Report, Malaysia. |
[9] |
Guisan A, Tingley R, Baumgartner JB, Naujokaitis-Lewis I, Sutcliffe PR, Tulloch AIT, Regan TJ, Brotons L, McDonald-Madden E, Mantyka-Pringle C, Martin TG, Rhodes JR, Maggini R, Setterfield SA, Elith J, Schwartz MW, Wintle BA, Broennimann O, Austin M, Ferrier S, Kearney MR, Possingham HP, Buckley YM (2013) Predicting species distributions for conservation decisions. Ecology Letters, 16, 1424-1435.
DOI URL |
[10] |
Hanley JA, McNeil BJ (1982) The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology, 143, 29-36.
PMID |
[11] | Hao ZQ, Wang QL, Dai LM (1998) The importance of the national programme for natural forests conservation on biodiversity conservation in northeast State-owned forest areas of China. In: Biodiversity Conservation in China in the 21st Century: Proceedings of the Third National Symposium on Biodiversity Conservation and Sustainable Utilization (ed. Xu ZH), pp. 21-26. China Forestry Publishing House, Beijing. (in Chinese with English abstract) |
[ 郝占庆, 王庆礼, 代力民 (1998) 天然林保护工程在东北林区生物多样性保护中的意义. 见: 面向21世纪的中国生物多样性保护: 第三届全国生物多样性保护与持续利用研讨会论文集(许智宏主编), 21-26页. 中国林业出版社, 北京.] | |
[12] |
Hu YS, Luo ZH, Chapman CA, Pimm SL, Turvey ST, Lawes MJ, Peres CA, Lee TM, Fan PF (2019) Regional scientific research benefits threatened-species conservation. National Science Review, 6, 1076-1079.
DOI URL |
[13] | Huang BR, Ma YH, Huang K, Su LY, Zhang CL, Cheng DW, Wang Y (2018) Strategic approach on promoting reform of China’s natural protected areas system with national parks as backbone. Bulletin of Chinese Academy of Sciences, 33, 1342-1351. (in Chinese with English abstract) |
[ 黄宝荣, 马永欢, 黄凯, 苏利阳, 张丛林, 程多威, 王毅 (2018) 推动以国家公园为主体的自然保护地体系改革的思考. 中国科学院院刊, 33, 1342-1351.] | |
[14] |
Kennedy CM, Oakleaf JR, Theobald DM, Baruch‐Mordo S, Kiesecker J (2019) Managing the middle: A shift in conservation priorities based on the global human modification gradient. Global Change Biology, 25, 811-826.
DOI URL |
[15] | Kruuk H (2006) Otters:Ecology, Behaviour and Conservation. Oxford University Press, New York. |
[16] | Lei W, Li YC (2008) Study and conservation status of otters. Journal of Biology, 25, 47-50. (in Chinese with English abstract) |
[ 雷伟, 李玉春 (2008) 水獭的研究与保护现状. 生物学杂志, 25, 47-50.] | |
[17] |
Li F, Chan BPL (2018) Past and present: The status and distribution of otters (Carnivora: Lutrinae) in China. Oryx, 52, 619-626.
DOI URL |
[18] |
Li YJ, Zhang LW, Yan JP, Wang PT, Hu NK, Cheng W, Fu BJ (2017) Mapping the hotspots and coldspots of ecosystem services in conservation priority setting. Journal of Geographical Sciences, 27, 681-696.
DOI URL |
[19] | Liu HL, Huang JY (2015) How to promote the reform of state-owned forestry-Zhao Shucong, director of the State Forestry Administration, interpreted the Reform Plan of State-owned Forest Farm and the Guiding Opinions on the Reform of State-owned Forest Areas. Country Agriculture Farmers (A), (4), 11-12. (in Chinese) |
[ 刘惠兰, 黄俊毅 (2015) 国有林业改革如何扎实推进--国家林业局局长赵树丛解读《国有林场改革方案》和《国有林区改革指导意见》. 农村·农业·农民(A版), (4), 11-12.] | |
[20] | Ma KP (2001) Hotspots assessment and conservation priorities identification of biodiversity in China should be emphasized. Acta Phytoecologica Sinica, 25, 125-126. (in Chinese) |
[ 马克平 (2001) 中国生物多样性热点地区(Hotspot)评估与优先保护重点的确定应该重视. 植物生态学报, 25, 125-126.] | |
[21] | Mason CF, MacDonald SM (1986) Otters:Ecology and Conservation. Cambridge University Press, Cambridge. |
[22] |
Moilanen A (2007) Landscape Zonation, benefit functions and target-based planning: Unifying reserve selection strategies. Biological Conservation, 134, 571-579.
DOI URL |
[23] | Moilanen A, Franco AMA, Early RI, Fox R, Wintle B, Thomas CD (2005) Prioritizing multiple-use landscapes for conservation:Methods for large multi-species planning problems. Proceedings of the Royal Society B: Biological Sciences, 272, 1885-1891. |
[24] | Pang XF (2018) Thoughts on the establishment of national park in the north of Inner Mongolia Greater Khingan forest district. Inner Mongolia Forestry Investigation and Design, 41(4), 73-75. (in Chinese) |
[ 庞晓峰 (2018) 关于内蒙古大兴安岭林区北部原始林区建立国家公园的思考. 内蒙古林业调查设计, 41(4), 73-75.] | |
[25] | Piao ZJ, Sui YC, Wang Q, Li Z, Niu LJ (2011) Population fluctuation and resource protection of otter (Lutra lutra) in Changbai Mountain Nature Reserve. Journal of Hydroecology, 32, 115-120. (in Chinese with English abstract) |
[ 朴正吉 (2011) 长白山自然保护区水獭种群数量变动与资源保护. 水生态学杂志, 32, 115-120.] | |
[26] |
Prenda J, López-Nieves P, Bravo R (2001) Conservation of otter (Lutra lutra) in a Mediterranean area: The importance of habitat quality and temporal variation in water availability. Aquatic Conservation: Marine and Freshwater Ecosystems, 11, 343-355.
DOI URL |
[27] |
Remonti L, Balestrieri A, Prigioni C (2009) Altitudinal gradient of Eurasian otter (Lutra lutra) food niche in Mediterranean habitats. Canadian Journal of Zoology, 87, 285-291.
DOI URL |
[28] |
Robitaille JF, Laurence S (2002) Otter, Lutra lutra, occurrence in Europe and in France in relation to landscape characteristics. Animal Conservation, 5, 337-344.
DOI URL |
[29] | Roos A, Loy A, de Silva P, Hajkova P, Zemanová B (2015) Lutra lutra. The IUCN Red List of Threatened Species 2015. https://www.iucnredlist.org/species/12419/21935287. (accessed on 2014-6-20) |
[30] | Tang FL, Wang MJ, Sun HY (2018) Analysis on establishing the protected area system dominated by national park. Forestry Construction, (1), 1-5. (in Chinese with English abstract) |
[ 唐芳林, 王梦君, 孙鸿雁 (2018) 建立以国家公园为主体的自然保护地体系的探讨. 林业建设, (1), 1-5.] | |
[31] | Tang XP, Jiang YF, Liu ZL, Chen JZ, Liang BK, Lin C (2019) Top-level design of the natural protected area system in China. Forest Resources Management, (3), 1-7. (in Chinese with English abstract) |
[ 唐小平, 蒋亚芳, 刘增力, 陈君帜, 梁兵宽, 蔺琛 (2019) 中国自然保护地体系的顶层设计. 林业资源管理, (3), 1-7.] | |
[32] |
Thuiller W, Lafourcade B, Engler R, Araújo MB (2009) BIOMOD-A platform for ensemble forecasting of species distributions. Ecography, 32, 369-373.
DOI URL |
[33] |
Williams KJ, Belbin L, Austin MP, Stein JL, Ferrier S (2012) Which environmental variables should I use in my biodiversity model? International Journal of Geographical Information Science, 26, 2009-2047.
DOI URL |
[34] | Wu ZY (1980) China’s Vegetation. Science Press, Beijing. (in Chinese) |
[ 吴征镒 (1980) 中国植被. 科学出版社, 北京.] | |
[35] | Xu LH (1984) Species of otters in China and the conservation of their natural resources. Chinese Wildlife, 5(1), 9-11. (in Chinese with English abstract) |
[ 徐龙辉 (1984) 中国水獭种类及资源保护. 野生动物, 5(1), 9-11.] | |
[36] |
Xu WH, Zang ZH, Du A, Ouyang ZY (2021) The experiences of Northeast China Tiger and Leopard National Park pilot. Biodiversity Science, 29, 295-297. (in Chinese)
DOI URL |
[ 徐卫华, 臧振华, 杜傲, 欧阳志云 (2021) 东北虎豹国家公园试点经验. 生物多样性, 29, 295-297.]
DOI |
|
[37] |
Yang L, Shi KC, Ma C, Ren GP, Fan PF (2021) Mechanisms underlying altitudinal and horizontal range contraction: The western black crested gibbon. Journal of Biogeography, 48, 321-331.
DOI URL |
[38] | Zhang C, Yang L, Wu SH, Xia WC, Yang L, Li MM, Chen MH, Luan XF (2020) Use of historical data to improve conservation of the black grouse (Lyrurus tetrix) in Northeast China. Ecosphere, 11, e03090. |
[39] | Zhang FL, Pu Z, Liang XY, Gu YY, Xing SH (2020) The quantitative characteristics of natural protected areas in Northeast China. Journal of Beijing Forestry University, 42(2), 61-67. (in Chinese with English abstract) |
[ 张芳玲, 蒲真, 梁晓玉, 古元阳, 邢韶华 (2020) 中国东北地区自然保护地数量特征分析. 北京林业大学学报, 42(2), 61-67.] | |
[40] |
Zhang L, Wang QY, Yang L, Li F, Chan BPL, Xiao ZS, Li S, Song DZ, Piao ZJ, Fan PF (2018) The neglected otters in China: Distribution change in the past 400 years and current conservation status. Biological Conservation, 228, 259-267.
DOI URL |
[41] |
Zhang R, Yang L, Laguardia A, Jiang Z, Huang MJ, Lü J, Ren YH, Zhang W, Luan XF (2016) Historical distribution of the otter (Lutra lutra) in north-east China according to historical records (1950-2014). Aquatic Conservation: Marine and Freshwater Ecosystems, 26, 602-606.
DOI URL |
[42] | Zhang SL, Zhang K (2007) Contrast study on Moran and Getis-ord indexes of local spatial autocorrelation indices. Journal of Geodesy and Geodynamics, 27(3), 31-34. (in Chinese with English abstract) |
[ 张松林, 张昆 (2007) 空间自相关局部指标Moran指数和G系数研究. 大地测量与地球动力学, 27(3), 31-34.] | |
[43] |
Zhang XL, Li YC, Wang YY, Cai HY, Zeng H, Wang ZH (2019) Influence of future climate change in suitable habitats of tea in different countries. Biodiversity Science, 27, 595-606. (in Chinese with English abstract)
DOI URL |
[ 张晓玲, 李亦超, 王芸芸, 蔡宏宇, 曾辉, 王志恒 (2019) 未来气候变化对不同国家茶适宜分布区的影响. 生物多样性, 27, 595-606.]
DOI |
|
[44] | Zhao ZJ (1999) Zoography of Rare and Endangered Species in Northeast China. China Forestry Publishing House, Beijing. (in Chinese with) |
[ 赵正阶 (1999) 中国东北地区珍稀濒危动物志. 中国林业出版社, 北京.] | |
[45] |
Zhuang HF, Zhang YB, Wang W, Ren YH, Liu FZ, Du JH, Zhou Y (2018) Optimized hot spot analysis for probability of species distribution under different spatial scales based on MaxEnt model: Manglietia insignis case. Biodiversity Science, 26, 931-940. (in Chinese with English abstract)
DOI URL |
[ 庄鸿飞, 张殷波, 王伟, 任月恒, 刘方正, 杜金鸿, 周越 (2018) 基于最大熵模型的不同尺度物种分布概率优化热点分析: 以红色木莲为例. 生物多样性, 26, 931-940.]
DOI |
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