基于Maxent生态位模型的外来入侵植物刺果瓜在我国的适生区预测
|
摘要
刺果瓜作为我国外来入侵植物之一,对我国农业生产和生态安全具有极大的潜在风险。本研究根据已报道的刺果瓜发生坐标信息,利用MaxEnt生态位模型研究了刺果瓜的发生与气候信息和生物气候因子之间的关系,并预测了其在中国的适生区范围。结果显示,以生物气候因子为环境变量所得模型精度较高(AUCTestdate/AUCTrainingdate=1.06),在所有可能影响刺果瓜发生环境因子中,与温度有关的环境因子占83.9%,与降雨量有关的环境因子占16.0%,表明刺果瓜的发生主要与温度和水分有关。刺果瓜在我国潜在适生区主要分布黄淮海地区、环渤海地区、南部沿海地区、东南沿海地区及中国台湾地区、云贵高原及重庆大部分地区。该研究结果可为刺果瓜的防控与治理提供参考依据。
Sicyos angulatus L., one of the invasive plants in China, has caused great potential risks to our agricultural production and ecological security. In this study, based on the reported coordinate information of the occurrence of Sicyos angulatus L. the MaxEnt niche model was used to study the relationship between the occurrence of Sicyos angulatus L. and the climate information as well as bioclimatic variables. More over, the range of the adaptable areas of Sicyos angulatus L.in China was predicted in this study. The results showed that the model with bioclimatic factors as environmental variables was more accurate(AUCTest date/AUCTraining date=1.06). Among all environmental factors that may affect the occurrence of Sicyos angulatus L. temperature-related environmental factors accounted for 83.9%, and rainfall-related environmental factors accounted for 16.0%, indicating that the occurrence of Sicyos angulatus L. was mainly related to temperature and moisture. The potential adaptable areas of Sicyos angulatus L. in China were mainly distributed in Huanghuaihai area, Bohai Bay area, southern and southeast coastal area,Taiwan area, Yunnan-Guizhou plateau and most of Chongqing Province. The results of this study can provide a reference for the prevention and control of Sicyos angulatus L. in China.
Sicyos angulatus L., one of the invasive plants in China, has caused great potential risks to our agricultural production and ecological security. In this study, based on the reported coordinate information of the occurrence of Sicyos angulatus L. the MaxEnt niche model was used to study the relationship between the occurrence of Sicyos angulatus L. and the climate information as well as bioclimatic variables. More over, the range of the adaptable areas of Sicyos angulatus L.in China was predicted in this study. The results showed that the model with bioclimatic factors as environmental variables was more accurate(AUCTest date/AUCTraining date=1.06). Among all environmental factors that may affect the occurrence of Sicyos angulatus L. temperature-related environmental factors accounted for 83.9%, and rainfall-related environmental factors accounted for 16.0%, indicating that the occurrence of Sicyos angulatus L. was mainly related to temperature and moisture. The potential adaptable areas of Sicyos angulatus L. in China were mainly distributed in Huanghuaihai area, Bohai Bay area, southern and southeast coastal area,Taiwan area, Yunnan-Guizhou plateau and most of Chongqing Province. The results of this study can provide a reference for the prevention and control of Sicyos angulatus L. in China.
引文
[1]Thakur A K.Sicyos angulatus L.(Cucurbitaceae):a new adventive species for the flora of India[J].Current Science,2016,111(5):789.
[2]Kim Y,Noh J,Hwang J,et al.Sicyos angulatus ameliorates atherosclerosis through downregulation of aortic inflammatory responses in apolipoprotein E-deficient mice[J].Experimental&Therapeutic Medicine,2017,14(6):5863-5870.
[3]Kobayashi H,Kurokawa S,Ikeda K.Dairyland populations of bur cucumber(Sicyos angulatus)as a possible seed source for riverbank populations along the Abukuma River,Japan[J].Weed Biology and Management,2012,12(4):147-155.
[4]李霄峰,刘振中,张风山,等.新外来入侵植物刺果瓜的传播途径及防控措施[J].河北农业,2018(2):32-34.
[5]张淑梅,王青,姜学品,等.大连地区外来植物--刺果瓜(Sicyos angulatus L.)对大连生态的影响及防治对策[J].辽宁师范大学学报:自然科学版,2007,30(3):355-358.
[6]王青,李艳,陈辰.中国大陆葫芦科一归化属--野胡瓜属[J].西北植物学报,2005,25(6):1227-1229.
[7]曹志艳,张金林,王艳辉,等.外来入侵杂草刺果瓜(Sicyos angulatus L.)严重危害玉米[J].植物保护,2014,40(2):187-188.
[8]Onen H,Farooq S,Tad S,et al.The Influence of Environmental Factors on Germination of Burcucumber(Sicyos angulatus)Seeds:Implications for Range Expansion and Management[J].Weed Science,2018,66(4):494-501.
[9]Lee C W,Kim D,Cho H,et al.The Riparian Vegetation Disturbed by Two Invasive Alien Plants,Sicyos angulatus and Paspalum distichum var.indutum in South Korea[J].Ecology and Resilient Infrastructure,2015,2(3):255-263.
[10]王月,张玉曼,李乔,等.黄顶菊入侵域不同土层土壤微生物群落结构的比较[J].河北农业大学学报,2016,39(1):35-42.
[11]霍静倩,王会君,李永国,等.外来入侵植物黄顶菊花中叶黄素的提取研究[J].河北农业大学学报,2013,36(6):83-88.
[12]左明贵.宣化区对外来有害入侵生物刺果瓜的防治[J].农民致富之友,2016,(18):109.
[13]余慧燕,孙长奎,霍翔,等.基于生态位模型的人感染H7N9禽流感病毒潜在风险区预测分析[J].现代预防医学,2019,46(2):206-210+229.
[14]张彦静,马方舟,徐海根,等.基于MaxEnt模型的细足捷蚁在我国的适生区分析[J].生态学杂志,2018,37(11):3364-3370.
[15]夏尤普·玉苏甫,买买提明·苏来曼,维尼拉·伊利哈尔,等.基于MaxEnt生态位模型预测对齿藓属(Didymodon)植物在新疆的潜在地理分布[J].植物科学学报,2018,36(4):541-553.
[16]Phillips S J,Anderson R P,Dudik M,et al.Opening the black box:an open-source release of Maxent[J].Ecography,2017,40(7):887-893.
[17]Qu X X,Baskin J M,Baskin C C.Combinational dormancy in seeds of Sicyos angulatus(Cucurbitaceae,tribe Sicyeae)[J].Plant Species Biology,2012,27(2):119-123.
[18]Smeda R J,Weller S C.Biology and control of burcucumber[J].Weed Science,2001,49(1):99-105.
[19]Awan T H,Chauhan B S,Cruz P C S.Influence of Environmental Factors on the Germination of Urena lobata L.and Its Response to Herbicides[J].Plos One,2014,9(3):e30905.
[20]Byongsam J,Kang J H,Sooyoung Y,et al.Germination,seedling emergence,and growth of burcucumber affected by maturity and size[J].Korean Journal of Crop Science,2003,48(3):152-155.
[21]Qu X X,Baskin J M,Baskin C C.Whole-seed development in Sicyos angulatus(Cucurbitaceae,Sicyeae)and a comparison with the development of water-impermeable seeds in five other families[J].Plant Species Biology,2010,25(3):185-192.
[22]潘萍萍.河北地区外来有害入侵生物刺果瓜的综合防治[J].河北农业,2015(9):32.
[23]Osawa T,Okawa S,Kurokawa S,et al.Generating an agricultural risk map based on limited ecological information:A case study using Sicyos angulatus[J].Ambio,2016,45(8):895-903.
[2]Kim Y,Noh J,Hwang J,et al.Sicyos angulatus ameliorates atherosclerosis through downregulation of aortic inflammatory responses in apolipoprotein E-deficient mice[J].Experimental&Therapeutic Medicine,2017,14(6):5863-5870.
[3]Kobayashi H,Kurokawa S,Ikeda K.Dairyland populations of bur cucumber(Sicyos angulatus)as a possible seed source for riverbank populations along the Abukuma River,Japan[J].Weed Biology and Management,2012,12(4):147-155.
[4]李霄峰,刘振中,张风山,等.新外来入侵植物刺果瓜的传播途径及防控措施[J].河北农业,2018(2):32-34.
[5]张淑梅,王青,姜学品,等.大连地区外来植物--刺果瓜(Sicyos angulatus L.)对大连生态的影响及防治对策[J].辽宁师范大学学报:自然科学版,2007,30(3):355-358.
[6]王青,李艳,陈辰.中国大陆葫芦科一归化属--野胡瓜属[J].西北植物学报,2005,25(6):1227-1229.
[7]曹志艳,张金林,王艳辉,等.外来入侵杂草刺果瓜(Sicyos angulatus L.)严重危害玉米[J].植物保护,2014,40(2):187-188.
[8]Onen H,Farooq S,Tad S,et al.The Influence of Environmental Factors on Germination of Burcucumber(Sicyos angulatus)Seeds:Implications for Range Expansion and Management[J].Weed Science,2018,66(4):494-501.
[9]Lee C W,Kim D,Cho H,et al.The Riparian Vegetation Disturbed by Two Invasive Alien Plants,Sicyos angulatus and Paspalum distichum var.indutum in South Korea[J].Ecology and Resilient Infrastructure,2015,2(3):255-263.
[10]王月,张玉曼,李乔,等.黄顶菊入侵域不同土层土壤微生物群落结构的比较[J].河北农业大学学报,2016,39(1):35-42.
[11]霍静倩,王会君,李永国,等.外来入侵植物黄顶菊花中叶黄素的提取研究[J].河北农业大学学报,2013,36(6):83-88.
[12]左明贵.宣化区对外来有害入侵生物刺果瓜的防治[J].农民致富之友,2016,(18):109.
[13]余慧燕,孙长奎,霍翔,等.基于生态位模型的人感染H7N9禽流感病毒潜在风险区预测分析[J].现代预防医学,2019,46(2):206-210+229.
[14]张彦静,马方舟,徐海根,等.基于MaxEnt模型的细足捷蚁在我国的适生区分析[J].生态学杂志,2018,37(11):3364-3370.
[15]夏尤普·玉苏甫,买买提明·苏来曼,维尼拉·伊利哈尔,等.基于MaxEnt生态位模型预测对齿藓属(Didymodon)植物在新疆的潜在地理分布[J].植物科学学报,2018,36(4):541-553.
[16]Phillips S J,Anderson R P,Dudik M,et al.Opening the black box:an open-source release of Maxent[J].Ecography,2017,40(7):887-893.
[17]Qu X X,Baskin J M,Baskin C C.Combinational dormancy in seeds of Sicyos angulatus(Cucurbitaceae,tribe Sicyeae)[J].Plant Species Biology,2012,27(2):119-123.
[18]Smeda R J,Weller S C.Biology and control of burcucumber[J].Weed Science,2001,49(1):99-105.
[19]Awan T H,Chauhan B S,Cruz P C S.Influence of Environmental Factors on the Germination of Urena lobata L.and Its Response to Herbicides[J].Plos One,2014,9(3):e30905.
[20]Byongsam J,Kang J H,Sooyoung Y,et al.Germination,seedling emergence,and growth of burcucumber affected by maturity and size[J].Korean Journal of Crop Science,2003,48(3):152-155.
[21]Qu X X,Baskin J M,Baskin C C.Whole-seed development in Sicyos angulatus(Cucurbitaceae,Sicyeae)and a comparison with the development of water-impermeable seeds in five other families[J].Plant Species Biology,2010,25(3):185-192.
[22]潘萍萍.河北地区外来有害入侵生物刺果瓜的综合防治[J].河北农业,2015(9):32.
[23]Osawa T,Okawa S,Kurokawa S,et al.Generating an agricultural risk map based on limited ecological information:A case study using Sicyos angulatus[J].Ambio,2016,45(8):895-903.