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1.
Snow cover is an important water source for vegetation growth in arid and semi-arid areas,and grassland phenology provides valuable information on the response of terrestrial ecosystems to climate change.The Mongolian Plateau features both abundant snow cover resources and typical grassland ecosystems.In recent years,with the intensification of global climate change,the snow cover on the Mongolian Plateau has changed correspondingly,with resulting effects on vegetation growth.In this study,using MOD10A1 snow cover data and MOD13A1 Normalized Difference Vegetation Index(NDVI)data combined with remote sensing(RS)and geographic information system(GIS)techniques,we analyzed the spatiotemporal changes in snow cover and grassland phenology on the Mongolian Plateau from 2001 to 2018.The correlation analysis and grey relation analysis were used to determine the influence of snow cover parameters(snow cover fraction(SCF),snow cover duration(SCD),snow cover onset date(SCOD),and snow cover end date(SCED))on different types of grassland vegetation.The results showed wide snow cover areas,an early start time,a late end time,and a long duration of snow cover over the northern Mongolian Plateau.Additionally,a late start,an early end,and a short duration were observed for grassland phenology,but the southern area showed the opposite trend.The SCF decreased at an annual rate of 0.33%.The SCD was shortened at an annual rate of 0.57 d.The SCOD and SCED in more than half of the study area advanced at annual rates of 5.33 and 5.74 DOY(day of year),respectively.For grassland phenology,the start of the growing season(SOS)advanced at an annual rate of 0.03 DOY,the end of the growing season(EOS)was delayed at an annual rate of 0.14 DOY,and the length of the growing season(LOS)was prolonged at an annual rate of 0.17 d.The SCF,SCD,and SCED in the snow season were significantly positively correlated with the SOS and negatively correlated with the EOS and LOS.The SCOD was significantly negatively correlated with the SOS and positively correlated with the EOS and LOS.The SCD and SCF can directly affect the SOS of grassland vegetation,while the EOS and LOS were obviously influenced by the SCOD and SCED.This study provides a scientific basis for exploring the response trends of alpine vegetation to global climate change.  相似文献   
2.
为给内蒙古高原区、黄土高原区和西北荒漠绿洲区紫花苜蓿测土施肥奠定科学基础,采用零散实验数据整合法以及养分平衡-地力差减法,开展了三大自然区域紫花苜蓿土壤速效钾丰缺指标和推荐施钾量研究。结果表明,内蒙古高原区紫花苜蓿土壤速效钾第1~4级指标依次为≥342mg/kg、89~342mg/kg、24~89mg/kg和<24mg/kg,黄土高原区第1~6级指标依次为≥171mg/kg、96~171mg/kg、54~96mg/kg、30~54mg/kg、17~30mg/kg和<17mg/kg,西北荒漠绿洲区第1~4级指标依次为≥303mg/kg、140~303mg/kg、65~140mg/kg和<65mg/kg;当目标产量9~27t/hm2、钾肥利用率50%时,第1~6级土壤的推荐施钾量分别为0、54~162kg/hm2、108~324kg/hm2、162~486kg/hm2、216~648kg/hm2和270~810kg/hm2。  相似文献   
3.
Coal mining has led to serious ecological damages in arid desert region of Northwest China. However, effects of climatic factor and mining activity on vegetation dynamics and plant diversity in this region remain unknown. Wuhai City located in the arid desert region of Northwest China is an industrial city and dominated by coal mining. Based on Landsat data and field investigation in Wuhai City, we analyzed the vegetation dynamics and the relationships with climate factors, coal mining activity and ecological restoration projects from 2000 to 2019. Results showed that vegetation in Wuhai City mostly consisted of desert plants, such as Caragana microphylla, Tetraena mongolica and Achnatherum splendens. And the vegetation fractional coverage(VFC) and greenness rate of change(GRC) showed that vegetation was slightly improved during the study period. Normalized difference vegetation index(NDVI) was positively correlated with annual mean precipitation, relative humidity and annual mean temperature, indicating that these climate factors might play important roles in the improved vegetation. Vegetation coverage and plant diversity around the coal mining area were reduced by coal mining, while the implementation of ecological restoration projects improved the vegetation coverage and plant diversity. Our results suggested that vegetation in the arid desert region was mainly affected by climate factors, and the implementation of ecological restoration projects could mitigate the impacts of coal mining on vegetation and ecological environment.  相似文献   
4.
土壤电导率是表征土壤水溶性盐的一个重要指标,可反映土壤盐渍化程度。为了研究高寒草甸退化对土壤电导率的影响,以三江源区未退化高寒草甸和退化高寒草甸为研究对象,系统分析了退化高寒草甸的植被特征和土壤特征与土壤电导率的相互关系。结果表明:高寒草甸退化会对土壤电导率产生显著负影响,且土壤电导率与评价高寒草甸的退化指标植被盖度、地上生物量、土壤有机质、土壤全氮含量表现出一致的变化趋势。因而,认为高寒草甸的退化是会引起土壤电导率的变化,土壤电导率作为土壤盐渍化程度的衡量指标,亦可作为评价草甸退化的客观指标之一。  相似文献   
5.
WANG Jinlin 《干旱区科学》2021,13(12):1287-1298
Information on the Fe content of bare rocks is needed for implementing geochemical processes and identifying mines. However, the influence of Fe content on the spectra of bare rocks has not been thoroughly analyzed in previous studies. The Saur Mountain region within the Hoboksar of the Russell Hill depression was selected as the study area. Specifically, we analyzed six hyperspectral indices related to rock Fe content based on laboratory measurements (Dataset I) and field measurements (Dataset II). In situ field measurements were acquired to verify the laboratory measurements. Fe content of the rock samples collected from different fresh and weathered rock surfaces were divided into six levels to reveal the spatial distributions of Fe content of these samples. In addition, we clearly displayed wavelengths with obvious characteristics by analyzing the spectra of these samples. The results of this work indicated that Fe content estimation models based on the fresh rock surface measurements in the laboratory can be applied to in situ field or satellite-based measurements of Fe content of the weathered rock surfaces. It is not the best way to use only the single wavelengths reflectance at all absorption wavelengths or the depth of these absorption features to estimate Fe content. Based on sample data analysis, the comparison with other indices revealed that the performance of the modified normalized difference index is the best indicator for estimating rock Fe content, with R2 values of 0.45 and 0.40 corresponding to datasets I and II, respectively. Hence, the modified normalized difference index (the wavelengths of 2220, 2290, and 2370 nm) identified in this study could contribute considerably to improve the identification accuracy of rock Fe content in the bare rock areas. The method proposed in this study can obviously provide an efficient solution for large-scale rock Fe content measurements in the field.  相似文献   
6.
基于机器学习的棉花叶面积指数监测   总被引:2,自引:1,他引:1  
为实现基于机器学习和无人机高光谱影像进行棉花全生育期叶面积指数(Leaf Area Index, LAI)监测,该研究基于大田种植滴灌棉花,在不同品种及不同施氮处理的小区试验基础上,对无人机获取的高光谱数据分别采用一阶导(First Derivative, FDR)、二阶导(Second Derivative, SDR)、SG(Savitzky-Golay)平滑和多元散射校正(Multiplicative Scatter Correction, MSC)进行预处理,并结合Pearson相关系数法、连续投影(Successive Projections Algorithm, SPA)、随机蛙跳(Shuffled Frog Leaping Algorithm, SFLA)和竞争性自适应重加权(Competitive Adaptive Reweighting, CARS)筛选敏感波段,将筛选出的波段,使用偏最小二乘回归(Partial Least Squares Regression, PLSR)、支持向量回归(Support Vector Regression, SVR)和随机森林回归(Random Forest Regression, RFR)3种机器学习算法构建棉花LAI监测模型。结果表明:棉花冠层LAI敏感响应波段集中在可见光(400~780 nm)和近红外(900 nm之后)波段;对比3种机器学习算法,各预处理下RFR建立的LAI监测模型精度最高,稳定性最好,其中以FDR-SFLA-RFR模型最佳,在建模集的决定系数为0.74,均方根误差为1.648 3,相对均方根误差为26.39%;验证集的决定系数、均方根误差分别为0.67和1.622 0,相对均方根误差为25.97%。该研究基于无人机获取的棉花冠层光谱反射率,从不同光谱预处理、波段筛选及建模方法建立的模型中筛选出最佳估算模型用于棉花全生育期LAI监测,研究结果可为棉花大田精准管理及变量施肥提供依据。  相似文献   
7.
王鹏  吴杰 《农业工程学报》2021,37(11):299-306
针对不规则果形梨果,为构建适用于评估果形不规则梨果硬度的硬度指标,该研究采用傅里叶描述子对梨果轮廓进行描述,并将试验模态分析和有限元模态分析相结合,研究果形变化对梨果振动频率的影响规律,基于振动频率和果形描述子构建硬度评估指标。结果表明,采用前15个傅里叶描述子可以准确描述啤梨果形轮廓特征,第1傅里叶描述子与啤梨低频弯曲、挤压、呼吸模态频率线性相关性较高,相关系数分别为-0.923、-0.922、0.700;挤压模态振动变形在赤道部较大,测试时易于提取共振频率,因此选取挤压模态频率构建含有第1傅里叶描述子的硬度指标,新指标评估硬度值与M-T穿刺硬度实测值决定系数为0.892。研究结果可为果形不规则梨果硬度评价提供参考。  相似文献   
8.
生物可降解地膜对棉花产量及水分利用效率的影响   总被引:2,自引:0,他引:2  
为了探求华北平原棉花可降解地膜覆盖替代普通膜覆盖的可行性,解决白色污染问题,试验设置4种处理:6 μm PE普通地膜(PE)、8 μm生物可降解地膜(M1)、6 μm生物可降解地膜(M2)及不覆盖地膜(CK),分析比较各处理对棉花出苗率、叶面积指数(LAI)、农田耗水速率、产量及水分利用效率(WUE)的影响.结果表明,与处理CK相比,覆盖地膜显著提高了棉花出苗率,但3种覆膜处理间差异不具有统计学意义;在棉花生育前期,2种生物可降解地膜处理的LAI显著低于PE处理的.3种覆膜处理之间的籽棉产量和霜前花率的差异均不具有统计学意义.3种覆膜处理间WUE的差异不具有统计学意义,但均显著高于CK的.2种生物可降解地膜处理相较于PE,对棉花的出苗率、霜前花率、籽棉产量及WUE的差异均不具有统计学意义.相较于PE,使用6 μm生物可降解膜不会造成棉花耗水量升高,而8 μm可降解膜则显著增加了棉花的耗水量.因此6 μm生物降解膜取代PE膜较好.  相似文献   
9.
整理福建省4个有居民海岛和13个无居民海岛的植被现状,从地理环境影响和人为活动影响两方面综述福建海岛植被变化及面临的问题,包括土地风沙化严重,防护林效能衰退,园林植物生长遭受威胁,自然灾害破坏植物生境,以及海岛城市扩张,外来植物入侵威胁等。提出提高生态保护意识,推进海岛植被修复工作,发展生态旅游业,改善海岛防护林体系等福建海岛植被资源保护与开发策略。  相似文献   
10.
  1. Humanity is facing a biodiversity crisis, with freshwater-associated biodiversity in a particularly dire state. Novel ecosystems created through human use of mineral resources, such as gravel pit lakes, can provide substitute habitats for the conservation of freshwater and riparian biodiversity. Many of these artificial ecosystems are subject to a high intensity of recreational use, however, which may limit their biodiversity potential.
  2. The species richness of several taxa (plants, amphibians, dragonflies, damselflies, waterfowl, and songbirds) was assessed and a range of taxonomic biodiversity metrics were compared between gravel pit lakes managed for recreational fisheries (n = 16) and unmanaged reference lakes (n = 10), controlling for non-fishing-related environmental variation.
  3. The average species richness of all the taxa examined was similar among lakes in both lake types and no substantial differences in species composition were found when examining the pooled species inventory. Similarly, there were no differences between lake types in the presence of rare species and in the Simpson diversity index across all of the taxa assessed.
  4. Variation in species richness among lakes was correlated with woody habitat, lake morphology (surface area and steepness), and land use, but was not correlated with the presence of recreational fisheries. Thus, non-fishing-related environmental variables had stronger effects on local species presence than recreational fisheries management or the presence of recreational anglers.
  5. Collectively, no evidence was found that anglers and recreational fisheries management constrain the development of aquatic and riparian biodiversity in gravel pit lakes in the study region; however, the conservation of species diversity in gravel pit lakes could benefit from an increasing reliance on habitat enhancement activities.
  相似文献   
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