采用卷积神经网络构建西北太平洋柔鱼渔场预报模型   总被引：2，自引：2，他引：0  

朱浩朋  伍玉梅  唐峰华  靳少非  裴凯洋  崔雪森 《农业工程学报》2020,36(24):153-160

对远洋渔场资源和位置进行预报可以为远洋渔业生产及管理提供重要信息。该研究针对西北太平洋柔鱼渔场，利用海洋表面温度遥感信息和中国远洋渔船生产资料，基于深度学习原理，选取卷积神经网络构建西北太平洋柔鱼渔场预报模型。根据不同月份、不同通道构建了多种数据集，用于训练渔场预报模型。训练结果表明，4个通道组合的数据集的训练结果最优，渔汛早期（7-8月）、中期（9月）和后期（10-11月）测试样本的准确率分别为80.5%、81.5%和81.4%。以2015年的真实渔场数据对模型进行验证，模型的平均召回率为82.3%，平均精确率为66.6%，F1得分平均值为73.1%，预测的高产渔区与实际作业的高单位捕捞努力量渔获量区基本匹配。该研究构建的渔场预报模型可以获得较好的准确率，可为其他鱼种的渔场预报模型构建提供新的思路。  相似文献   

滇西北退耕还林后续政策分析及发展对策     

杨华 《林业调查规划》2014,39(5):115-118

滇西北是云南省最为贫困的少数民族聚集地区之一,实行退耕还林政策10多年来取得了巨大的成效,随着退耕还林政策补助陆续到期,部分退耕农户生计将出现困难。对退耕还林后续政策进行分析,认为退耕还林补偿标准与现有物价水平不符,套种的规定过于保守,针对政策上的不足与实施过程中存在的作业设计不够规范、监管不力、档案管理不够规范等问题提出相关对策和建议。  相似文献   

河西荒漠灌区紫花苜蓿施肥效应及其基于数据包络分析法的经济效益研究     

吴勇  刘晓静  蔺芳  童长春 《草业学报》2020,29(9):94-105

为科学准确地评判河西走廊苜蓿主产区紫花苜蓿饲草生产中施肥措施对其产品质量及生产收益的影响,本研究以“甘农3号”紫花苜蓿为材料,通过2016、2017年2年田间试验,以该区域紫花苜蓿饲草生产的平衡施肥推荐方案(N 103.5 kg·hm^-2、P₂O₅ 105 kg·hm^-2、K₂O 90 kg·hm^-2)为对照,探讨了不施肥及3种不完全施肥(缺氮偏施、缺磷偏施、缺钾偏施)处理下紫花苜蓿的生产性能,并采用数据包络分析法(DEA)对其经济效益进行分析。结果表明:与不施肥相比,施肥措施各处理均显著提高紫花苜蓿产量、蛋白总量,降低其酸性洗涤纤维和中性洗涤纤维,提高了相对饲用价值,从而改善了紫花苜蓿品质,并有效增加了经济效益;与氮、磷、钾平衡施肥相比,各偏肥处理的紫花苜蓿产量和品质均显著低于平衡施肥,尤以缺磷偏施的降幅最大,2016、2017年2年的产量和蛋白总量降幅分别达到25.9%、25.7%和33.4%、33.1%。因此,磷是河西荒漠灌区紫花苜蓿饲草生产的养分限制因子,氮、磷、钾对该地区紫花苜蓿生产性能影响顺序为:磷>氮>钾。运用数据包络分析法(DEA)分析出河西荒漠灌区紫花苜蓿的施肥效应为氮、磷、钾平衡施肥的经济效益最优,为DEA有效;不完全施肥的3个评价单元及不施肥评价单元为DEA无效,其中,不施肥经济效益最低,3个不完全施肥评价单元中的缺磷偏肥的紫花苜蓿经济效益比缺氮偏肥和缺钾偏肥更低;另外还以DEA模型推算出不同施肥措施下紫花苜蓿饲草生产经济效益改进的具体方案,其中,不施肥的紫花苜蓿饲草生产需调整的幅度最大,调整额度达10678.88 CNY·hm^-2,各施肥措施需调整的幅度排序为:不施肥>缺磷偏施>缺氮偏施>缺钾偏施。  相似文献   

Monitoring desertification processes in Mongolian Plateau using MODIS tasseled cap transformation and TGSI time series     

LIU Qingsheng  LIU Gaohuan  HUANG Chong 《干旱区科学》2018,10(1):12-26

Most remote sensing studies assess the desertification using vegetation monitoring method. But it has the insufficient precision of vegetation monitoring for the limited vegetation cover of the desertification region. Therefore, it offers an alternative approach for the desertification research to assess sand dune and sandy land change using remote sensing in the desertification region. In this study, the indices derived from the well-known tasseled cap transformation(TCT), tasseled cap angle(TCA),disturbance index(DI), process indicator(PI), and topsoil grain size index(TGSI) were integrated to monitor and assess the desertification at the thirteen study sites including sand dunes and sandy lands distributed in the Mongolian Plateau(MP) from 2000 to 2015. A decision tree was used to classify the desertification on a regional scale. The average overall accuracy of 2000, 2005, 2010 and 2015 desertification classification was higher than 90%. Results from this study indicated that integration of the advantages of TCA, DI and TGSI could better assess the desertification. During the last 16 years, Badain Jaran Desert, Tengger Desert, and Ulan Buh Desert showed a relative stabilization. Otindag Sandy Land and the deserts of Khar Nuur, Ereen Nuur, Tsagan Nuur, Khongoryn Els, Hobq, and Mu Us showed a slow increasing of desertification, whereas Bayan Gobi, Horqin and Hulun Buir sandy lands showed a slow decreasing of desertification. Compared with the other 11 sites, the fine sand dunes occupied the majority of the Tengger Desert, and the coarse sandy land occupied the majority of the Horqin Sandy Land. Our findings on a three or four years' periodical fluctuated changes in the desertification may possibly reflect changing precipitation and soil moisture in the MP. Further work to link the TCA, DI,TGSI, and PI values with the desertification characteristics is recommended to set the thresholds and improve the assessment accuracy with field investigation.  相似文献   

Morphological Analysis of Quinoa Germplasm Grown Under Lowland Desert Conditions     

F. Fuentes  A. Bhargava 《Journal of Agronomy and Crop Science》2011,197(2):124-134

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青藏高原典型高寒荒漠生长季蒸散及水分消耗特征研究     

孙树娇  周秉荣  周华坤  王秀英  权晨  李甫  陈奇 《草地学报》2021,29(z1):137-145

为探究青藏高原典型高寒荒漠下垫面水分消耗规律,以2019年青藏高原典型高寒荒漠地区沱沱河站监测的涡动数据和微气象数据为基础,分析不同时间尺度蒸散值的变化特征和下垫面水分消耗特征,研究结果表明：小时平均蒸散发量最大值出现在14—15时,达0.46 mm·h^-1;日蒸散值最大值出现在7月7日,为8.58 mm·d^-1,最小值出现在4月2日,为0.30 mm·d^-1;整个生长季蒸散值呈先增加后减小趋势,其中7月份最大,为120.68 mm,4月份最小,为64.80 mm;生长季总蒸散发量为581.15 mm,平均每天蒸散4.01 mm。整个生长季累计降水量为235.70 mm,蒸散发量与降水量（Precipitation,Pr）的差值（The difference between ET and Precipitation,IETP）显示,2019年青藏高原典型高寒荒漠植被生长季（4—8月）水汽交换以下垫面水分消耗为主。  相似文献   

放牧对温性荒漠草原植物群落特征与牧草营养品质的影响     

姚喜喜  王立亚  严振英  张文娟  孙海群  周睿 《草地学报》2021,29(z1):165-172

为研究放牧对温性荒漠草原植物群落特征和牧草营养品质的影响,本文研究了放牧和围封对温性荒漠草原植物群落特征、牧草营养品质的影响及其相互关系。结果表明：放牧显著降低了植物群落的高度、盖度和生物量,显著增加了物种丰富度指数（P<0.01）;放牧显著增加牧草粗蛋白（Crude protein,CP）、粗脂肪（Crude fat,CF）、消化率（Dry matter digestibility,DMD）和代谢能（Metabolic energy,ME）,显著降低了牧草的中性洗涤纤维（Neutral detergent fibers,NDF）和酸性洗涤纤维（Acid detergent fibers,ADF）（P<0.01）;群落多样性指数与牧草CP,CF,DMD和ME呈显著正相关（P<0.01）,与牧草NDF和ADF呈显著负相关（P<0.01）;牧草CP,CF,DMD和ME与NDF和ADF呈显著负相关（P<0.01）。总之,放牧处理显著增加了物种丰富度指数和牧草营养品质。建议对围封温性荒漠草原进行适度放牧,以充分利用草地资源,保护草地物种多样性。  相似文献   

石河子绿洲区不同苜蓿品种生产经济性状综合评价   总被引：3，自引：3，他引：0  

鲁为华  于磊  李艳霞 《草业科学》2007,24(3):65-70

选取了国内外种植比较广泛的17个苜蓿Medicago sativa品种,其中国外品种14个,国内品种3个,种植在新疆绿洲区的典型地段,2002年进行建植,2003年进行指标的详细测定.并运用层次分析法对初步筛选后的17个品种进行综合评价.结果表明,爱博、金皇后、美国8920、WL-323、阿尔冈金、WL-232、三得利表现较好,可进行推广种植.  相似文献   

Nutrient addition and disturbance effects on the community composition and assembly in a desert steppe北大核心CSCD     

Qiao J.  Zuo X.  Yue P.  Wang G.  Wang J.  Wang Z. 《干旱区研究》2023,(6):958-970

The effects of short-term nutrient additions (NPKμ, 10 g·m- 2) and disturbances on the species diversity, functional traits, soil properties, and community assembly mechanisms of the herbaceous community in the Urat desert steppe were examined. A mixed linear model, principal component analysis, and null model methods were utilized and both disturbance and interaction treatments were found to significantly reduce species richness and β diversity. Short-term nutrient additions significantly reduced soil pH but increased soil electrical conductivity. Six functional traits of the dominant species (i.e. Stipa glareosa, Peganum harmala, Salsola collina, Corispermum mongolicum) and six community-weighted mean significant changes under the disturbance and nutrient addition treatments were identified. The disturbance and nutrient additions promoted the transformation of the dominant species in the community from conservative strategies to acquisitive strategies. The results of the two null models revealed that community assembly under the control tended to be a stochastic process, while the disturbance and interaction treatments tended to be deterministic processes, and that of the nutrient addition treatments tended to be weaker deterministic processes. Plant communities in the desert steppe responded and adapted to the nutrient additions and disturbances through changes in the dominant species and their crucial functional traits. © 2023 Chinese Academy of Sciences. All rights reserved.  相似文献   

春小麦调亏灌溉对土壤氮磷钾的影响     

张步翀  黄高宝 《灌溉排水学报》2007,26(4):45-48

对河西绿洲灌区春小麦调亏灌溉2年后的土壤碱解氮和全氮、速效磷和全磷、速效钾和全钾进行了研究,并对土壤养分年际间的差异进行了分析,旨在为该区春小麦调亏灌溉对土壤氮磷钾养分的影响研究提供一些可靠的信息。  相似文献