[1] Li S-G (李顺国), Liu W (刘 斐), Liu M (刘猛), et al. The current industry situation, development trend, and suggestions for the future. Research on Agricultural Modernization (现代农业研究), 2014, 35(5): 531-535 (in Chinese) [2] Lei L-G (雷刘功), Yuan H-M (袁惠民). China Agriculture Yearbook. Beijing: China Agriculture Press, 2015 (in Chinese) [3] Liu W (刘 斐), Liu M (刘 猛), Zhao Y (赵宇), et al. Prediction of millet cultivated area based on time sequence model in Hebei. Guizhou Agricultural Sciences (贵州农业科学), 2013, 12(1): 60-63 (in Chinese) [4] Li G-Q (李国庆), Liu Z-C (刘长成), Liu Y-G (刘玉国), et al. Advanced in theoretical issues of species distribution model. Acta Ecologica Sinica (生态学报), 2013, 33(16): 4827-4835 (in Chinese) [5] Xu Z-L (许仲林), Peng H-H (彭焕华), Peng S-Z (彭守璋). The development and evaluation of species distribution models. Acta Ecologica Sinica (生态学报), 2015, 35(2): 557-567 (in Chinese) [6] Elith J, Graham CH, Anderson RP, et al. Novel methods improve prediction of species’ distributions from occurrence data. Ecography, 2006, 29: 129-151 [7] Lu CY, Gu W, Dai AH, et al. Assessing habitat suitability based on geographic infomation system (GIS) and fuzzy: A case study of Schisandra sphenanthera Rehd. et Wils. in Qinling Mountains, China. Ecological Modelling, 2012, 242: 105-115 [8] Chefaoui RM, Lobo JM. Assessing the effects of pseudo-absences on predictive distribution model performance. Ecological Modelling, 2008, 210: 478-486 [9] Wilson HB, Kendall BE, Fuller RA, et al. Analyzing variability and the rate of decline of migratory shorebirds in Moreton Bay, Australia. Conservation Biology, 2011, 25: 758-766 [10] Peterson C, Coleman F, Jackson J, et al. A Once and Future Gulf of Mexico Ecosystem: Restoration Recommendations of an Expert Working Group. Washington DC: Pew Environment Group, 2011 [11] Gao B (高 蓓), Wei H-Y (卫海燕), Guo Y-L (郭彦龙), et al. Using GIS and MaxEnt to analyze the potential distribution of Abies chensiensis. Chinese Journal of Ecology (生态学杂志), 2015, 34(3): 843-852 (in Chinese) [12] He Q-J (何奇瑾), Zhou G-S (周广胜). The climatic suitability for maize cultivation in China. China Science Bulletin (科学通报), 2012, 57(4): 267-275 (in Chinese) [13] Guo Y-L (郭彦龙), Wei H-Y (卫海燕), Lu C-Y (路春燕), et al. Predictions of potential geographical distribution of Sinopodophyllum hexandrum under climate change. Chinese Journal of Plant Ecology (植物生态学报), 2014, 38(3): 249-261 (in Chinese) [14] Gao B (高 蓓), Wei H-Y (卫海燕), Guo Y-L (郭彦龙), et al. Potential distribution of Amorphophallus rivieri in the Qinling Mountains based on analytic hierarchy process and geographic information system. Acta Ecologica Sinica (生态学报), 2015, 35(21): 7108-7116 (in Chinese) [15] Chen H-S (陈海生), Liu G-S (刘国顺), Liu D-S (刘大双), et al. Studies on comprehensive evaluation of tobacco ecological suitability of Henan Province supported by GIS. Scientia Agricultura Sinica (中国农业科学), 2009, 42(7): 2425-2433 (in Chinese) [16] Guo Y-L (郭彦龙), Gu W (顾 蔚), Lu C-Y (路春燕), et al. Deoxyschizandrin and γ-Schizandrin content in wild Schisandra sphenanthera to determine potential distribution in Qinling Mountains. Chinese Bulletin of Botany (植物学报), 2013, 48(3): 411-422 (in Chinese) [17] Zhai T-Q (翟天庆), Li X-H (李欣海). Climate change induced potential range shift of the crested ibis based on ensemble models. Acta Ecologica Sinica (生态学报), 2012, 32(8): 2361-2370 (in Chinese) [18] Mateo RG, Estrella MDL, FelicísimoM, et al. A new spin on a compositionalist predictive modelling framework for conservation planning: A tropical case study in Ecuador. Biological Conservation, 2013, 169: 150-161 [19] Zhang L (张 雷), Liu S-R (刘世荣), Sun P-S (孙鹏森), et al. Comparative evaluation of multiple models of the effects of climate change on the potential distribution of Pinus massoniana. Chinese Journal of Plant Eco-logy (植物生态学报), 2011, 35(11): 1091-1105 (in Chinese) [20] Kruijer W, Rousseau J, van der Vaart A. Adaptive Bayesian density estimation with location-scale mixtures. Electronic Journal of Statistics, 2010, 4: 1225-1257 [21] Hirzel AH, Hausser J, Chessel D, et al. Ecological niche factor analysis: How to compute habitat suitability maps without absence data. Ecology, 2002, 83: 2027-2036 [22] Breiman L. Random forests. Machine Learning, 2001, 45: 5-32 [23] McCullagh P, Nelder JA. Generalized Linear Models. London: Chapman and Hall, 1989 [24] Chai Y (柴 岩), Wan S-F (万世富). Report on the Development of Minor Cereals in China. Beijing: China Agricultural Science and Technology Press, 2007 (in Chinese) [25] Lu H, Zhang J, Liu KB, et al. Earliest domestication of common millet (Panicum miliaceum) in East Asia extended to 10000 years ago. Proceedings of the National Academy of Sciences of the United States of America, 2009, 106: 7367-7372 [26] Planting Industry Management Department, Ministry of Agriculture (农业部种植业管理司). China Planting Information Network: Crop Database [EB/OL]. (2015-10-10) [2017-01-02]. http://zzys.agri.gov.cn/nongqing.aspx (in Chinese) [27] Sun J-M (孙加梅), Wang X-M (王雪梅), Wang D-J (王东建), et al. Genetic diversity analysis of foxtail millet. Shandong Agricultural Sciences (山东农业科学), 2013, 45(3): 33-37 (in Chinese) [28] Zhang H-J (张海金). Millet’s position and function on dry farming. Anhui Agricultural Science Bulletin (安徽农学通报), 2007, 13(10): 169-170 (in Chinese) [29] Meng Q-L (孟庆立), Guan Z-B (关周博), Feng B-L (冯佰利), et al. Principal component analysis and fuzzy clustering on drought-tolerance related traits of foxtail millet (Setaria italica). Scientia Agricultura Sinica (中国农业科学), 2009, 42(8): 2667-2675 (in Chinese) [30] Zhang X-F (张雪峰). Research on the Development of Millet Industry in China. Master Thesis. Harbin: Northeast Agricultural University, 2013 (in Chinese) [31] Li G-Y (李国营). A Study on Quality and Genetic Diversity of Primary Core-collection of Foxtail Millet (Setaria italic (L.) Beauv.). PhD Thesis. Beijing: Chinese Academy of Agricultural Sciences, 2009 (in Chinese) [32] Barton L, Newssome SD, Chen FH, et al. Agricultural origins and the isotopic identity of domestication in northern China. Proceedings of the National Academy of Sciences of the United States of America, 2009, 106: 5523-5528 [33] Wang S-S (王珊珊), Zhang N (张 宁), Wang K-X (王凯玺), et al. Genetic diversity of foxtail millet cultivars in western Liaoning Province revealed by SSR markers. Molecular Plant Breeding (分子植物育种), 2015, 13(5): 1091-1097 (in Chinese) [34] Kenjifuk U, Zhiming W, Kenji K, et al. Geographical variation of nuclear genome RFLPs and genetic differentiation in foxtail millet, Setaria italic (L.) P. Beauv. Genetic Resources and Crop Evolution, 2002, 49: 95-101 [35] Xue Y-Y (薛月圆), Li P (李 鹏), Lin Q-B (林勤保). Research evolution on chemical component and physical character of foxtail millet. Journal of the Chinese Cereals and Oils Association (中国粮油学报), 2008, 23(3): 199-203 (in Chinese) [36] Shao L-H (邵丽华), Wang L (王 莉), Bai W-W (白文文), et al. Evaluation and analysis of folic acid content in millet from different ecological regions in Shanxi Province. Scientia Agricultura Sinica (中国农业科学), 2014, 47(7): 1265-1272 (in Chinese) [37] Zhang M-Q (张木清), Chen R-K (陈如凯). Molecular Physiology and Genetic Improvement of Crop Drought Resistance. Beijing: Science Press, 2005 (in Chinese) [38] Gu S-L (古世禄), Du J-E (独俊娥), Gu Z-M (古兆明), et al. Evaluation on high and stable yield ability of foxtail millet in the north high plateau area in China. Scientia Agricultura Sinica (中国农业科学), 2001, 34(4): 454-457 (in Chinese) [39] Liu S-C (刘三才), Zhu Z-H (朱志华), Li W-X (李为喜), et al. Evaluation of selenium and protein content of foxtail millet landraces originated from different ecological regions of China. Scientia Agricultura Sinica (中国农业科学), 2009, 42(11): 3812-3818 (in Chinese) [40] Cheng R-H (程汝宏), Shi Z-G (师志刚), Liu Z-L (刘正理), et al. Progress and development direction of simplified cultivation technology of foxtail millet. Journal of Hebei Agricultural Sciences (河北农业科学), 2010, 14(11): 1-4 (in Chinese) [41] Loiselle BA, Jrgensen PM, Consiglio T, et al. Predicting species distributions from herbarium collections: Does climate basin collection sampling influence model outcomes. Journal of Biogeography, 2008, 35: 105-116 [42] Williams FMK, Scollen S, Cao D, et al. Genes contri-buting to pain sensitivity in the normal population: An exome sequencing study. PLoS Genetics, 2012, 8: 1208-1213 [43] Yang XQ, Kushwaha SPS, Saran S, et al. Maxent modelling for predicting the potential distribution of medicinal plant, Justicia adhatoda L. in Lesser Himalayan foothills. Ecological Engineering, 51: 83-87 [44] Fu B-P (傅抱璞), Yu J-M (虞静明), Lu Q-Y (卢其尧). Climate Resources and Development and Utilization in Mountainous Region. PhD Thesis. Nanjing: Nanjing University Press, 1996 (in Chinese) [45] Chen F-R (陈锋锐), Cui W-H (崔伟宏), Peng G-X (彭光雄), et al. Surface air temperature interpolation based on multiple sources information fusion. Journal of Image and Graphics (中国图象图形学报), 2011, 16(9): 1708-1715 (in Chinese) [46] Suarez-Seoane S, de la Morena ELG, Prieto MBM, et al. Maximum entropy niche-based modelling of seasonal changes in little bustard (Tetrax tetrax) distribution. Ecological Modelling, 2008, 219: 17-29 [47] Shen T (沈 涛), Zhang Q (张 霁), Shen S-K (申仕康), et al. Distribution simulation of Gentiana rhodantha in Southwest China and assessment of climate change impact. Chinese Journal of Applied Ecology (应用生态学报), 2017, 28(8): 2499-2508 (in Chinese) [48] Yu H-B (于海彬), Zhang Y-L (张镱锂), Li S-C (李士成), et al. Predicting the dispersal routes of alpine plant Pedicularis longiflora (Orobanchaceae) based on GIS and species distribution models. Chinese Journal of Applied Ecology (应用生态学报), 2014, 25(6): 1669-1673 (in Chinese) [49] Austin MP, Nicholls AO, Doherty MD, et al. Determining species response functions to an environmental gradient by means of a β-function. Journal of Vegetation Science, 1994, 5: 215-228 [50] Fielding AH, Bell JF. A review of methods for the assessment of prediction errors in conservation presence/absence models. Environmental Conservation, 1997, 24: 38-49 [51] Monserud RA, Leemans R. The comparison of global vegetation maps with the Kappa statistic. Ecological Modelling, 2010, 62: 275-293 [52] Allouche O, Tsoar A, Kadmon R. Assessing the accuracy of species distribution models: Prevalence, kappa and the true skill statistic (TSS). Journal of Applied Ecology, 2006, 43: 1223-1232 [53] Zhu G-P (朱耿平), Liu G-Q (刘国卿), Pu W-J (卜文俊), et al. Ecological niche modeling and its applications in biodiversity conservation. Biodiversity Science (生物多样性), 2013, 21(1): 90-98 (in Chinese) [54] Leathwick JR, Elith J, Hastie T. Comparative perfor-mance of generalized additive model and multivariate adaptive regression splines for statistical modelling of species distributions. Ecological Modelling, 2006, 199: 188-196 [55] Wang CF, Jia GQ, Zhi H, et al. Genetic diversity and population structure of Chinese foxtail millet (Setaria italica (L.) Beauv.) Landraces. G3 Genesgenetics, 2012, 2: 769-777 |