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2000—2022年水热-积雪作用下青藏高原草地NDVI时空演变特征
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作者 朱立新 林辉 +2 位作者 龙江平 杨培松 林冰冰 《生态学报》 北大核心 2026年第1期299-313,共15页
青藏高原作为全球气候变化的敏感区,其草地植被对水热因子和积雪变化响应显著。基于归一化植被指数(NDVI)、积雪覆盖度(FSC)、气温(TMP)和降水量(PRE)等数据,利用Theil-Sen趋势分析、MK趋势检验、Pearson相关性分析和贡献度分析,从垂直... 青藏高原作为全球气候变化的敏感区,其草地植被对水热因子和积雪变化响应显著。基于归一化植被指数(NDVI)、积雪覆盖度(FSC)、气温(TMP)和降水量(PRE)等数据,利用Theil-Sen趋势分析、MK趋势检验、Pearson相关性分析和贡献度分析,从垂直梯度和空间格局双尺度,解析了青藏高原草地分布区NDVI及其响应因子的时空变化特征,并定量评估了气温、降水和积雪因子对NDVI趋势变化的贡献程度。研究结果表明:(1)2000—2022年间,青藏高原草地分布区呈显著“暖湿化”,NDVI显著增加,呈东南高、西北低的格局,年际变化速率为9×10^(-4)a^(-1)。空间上NDVI整体以增加趋势为主导(占比62.45%),藏北高原中部、阿尼玛卿山等地区草地NDVI表现出极显著增加趋势;海拔上年际变化速率表现为先上升后下降的趋势,2000—2500m处增长速率最快,为21.46×10^(-4)a^(-1)。(2)由不同海拔尺度相关性结果可知,NDVI与降水呈显著正相关,与气温和积雪多为弱负相关。空间尺度上,NDVI与积雪覆盖在冈底斯山、念青唐古拉山等高山地区呈显著负相关,青海高原、唐古拉山、念青唐古拉山等地区NDVI与降水量呈显著正相关,与气温在藏北高原及青海高原等区域呈较强的相关性。(3)NDVI变化响应因子贡献度遵循基本规律:积雪、降水与气温均表现出正向主导效应,且气温贡献高于降水与积雪(占比42.2%)。空间上藏北高原和青海高原地区NDVI变化主要以气温主导,昆仑山、唐古拉山等高山地区主要为积雪主导;降水主导呈零散分布。垂直梯度上,2500—4000m区间内降水正向主导NDVI变化;4000—6000m区间内气温正向主导NDVI变化。 展开更多
关键词 气候变化 青藏高原 草地动态变化 积雪覆盖 NDVI
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Uncertainties of snow cover extraction caused by the nature of topography and underlying surface 被引量:3
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作者 Jun ZHAO YinFang SHI +1 位作者 YongSheng HUANG JieWen FU 《Journal of Arid Land》 SCIE CSCD 2015年第3期285-295,共11页
Manas River,the largest inland river to the north of the Tianshan Mountains,provides important water resources for human production and living.The seasonal snow cover and snowmelt play essential roles in the regulatio... Manas River,the largest inland river to the north of the Tianshan Mountains,provides important water resources for human production and living.The seasonal snow cover and snowmelt play essential roles in the regulation of spring runoff in the Manas River Basin(MRB).Snow cover is one of the most significant input parameters for obtaining accurate simulations and predictions of spring runoff.Therefore,it is especially important to extract snow-covered area correctly in the MRB.In this study,we qualitatively and quantitatively analyzed the uncertainties of snow cover extraction caused by the terrain factors and land cover types using TM and DEM data,along with the Per(the ratio of the difference between snow-covered area extracted by the Normalized Difference Snow Index(NDSI) method and visual interpretation method to the actual snow-covered area) and roughness.The results indicated that the difference of snow-covered area extracted by the two methods was primarily reflected in the snow boundary and shadowy areas.The value of Per varied significantly in different elevation zones.That is,the value generally presented a normal distribution with the increase of elevation.The peak value of Per occurred in the elevation zone of 3,700–4,200 m.Aspects caused the uncertainties of snow cover extraction with the order of sunny slope〉semi-shady and semi-sunny slope〉shady slope,due to the differences in solar radiation received by each aspect.Regarding the influences of various land cover types on snow cover extraction in the study area,bare rock was more influential on snow cover extraction than grassland.Moreover,shrub had the weakest impact on snow cover extraction. 展开更多
关键词 Landsat TM normalized Difference Snow Index(NDSI) snow cover uncertainty Manas River Basin
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Spatial-temporal Changes of Vegetation Cover in Guizhou Province, Southern China 被引量:27
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作者 TIAN Yichao BAI Xiaoyong +2 位作者 WANG Shijie QIN Luoyi LI Yue 《Chinese Geographical Science》 SCIE CSCD 2017年第1期25-38,共14页
Guizhou Province is an important karst area in the world and a fragile ecological area in China. Ecological risk assessment is very necessary to be conducted in this region. This study investigates different character... Guizhou Province is an important karst area in the world and a fragile ecological area in China. Ecological risk assessment is very necessary to be conducted in this region. This study investigates different characteristics of the spatial-temporal changes of vegetation cover in Guizhou Province of Southern China using the data set of SPOT VEGETATION(1999–2015) at spatial resolution of 1-km and temporal resolution of 10-day. The coefficient of variation, the Theil-Sen median trend analysis, and the Mann-Kendall test are used to investigate the spatial-temporal change of vegetation cover and its future trend. Results show that: 1) the spatial distribution pattern of vegetation cover in Guizhou Plateau is high in the east whereas low in the west. The average annual normalized difference vegetation index(NDVI) from west to east is higher than that from south to north. 2) Average annual NDVI improved obviously in the past 17 years. The growth rate of average annual NDVI is 0.028/10 yr, which is slower than that of vegetation in the country(0.048/10 yr) from 1998 to 2007. Average annual NDVI in karst area is lower than that in non-karst area. However, the growing rate of average annual NDVI in karst area(0.030/10 yr) is faster than that in non-karst area(0.023/10 yr), indicating that vegetation coverage increases more rapidly in karst area. 3) Vegetation coverage in the study area is stable overall, but fluctuates in the local scales. 4) Vegetation coverage presents a continuous increasing trend. The Hurst exponent of NDVI in different vegetation types has an obvious threshold in various elevations. 5) The proportion of vegetation cover with sustainable increase is higher than that of vegetation cover with sustainable decrease. The improvement in vegetation cover may expand to most parts of the study area. 展开更多
关键词 vegetation cover spatial-temporal change trends analysis normalized difference vegetation index(NDVI) Hurst exponent Guizhou Province China
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Land use/land cover classification and its change detection using multi-temporal MODIS NDVI data 被引量:26
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作者 M USMAN R LIEDLI +1 位作者 M A SHAHID A ABBAS 《Journal of Geographical Sciences》 SCIE CSCD 2015年第12期1479-1506,共28页
Detailed analysis of Land Use/Land Cover (LULC) using remote sensing data in complex irrigated basins provides complete profile for better water resource management and planning. Using remote sensing data, this stud... Detailed analysis of Land Use/Land Cover (LULC) using remote sensing data in complex irrigated basins provides complete profile for better water resource management and planning. Using remote sensing data, this study provides detailed land use maps of the Lower Chenab Canal irrigated region of Pakistan from 2005 to 2012 for LULC change detection. Major crop types are demarcated by identifying temporal profiles of NDVI using MODIS 250 m × 250 m spatial resolution data. Wheat and rice are found to be major crops in rabi and kharif seasons, respectively. Accuracy assessment of prepared maps is performed using three dif- ferent techniques: error matrix approach, comparison with ancillary data and with previous study. Producer and user accuracies for each class are calculated along with kappa coeffi- cients (K). The average overall accuracies for rabi and kharif are 82.83% and 78.21%, re- spectively. Producer and user accuracies for individual class range respectively between 72.5% to 77% and 70.1% to 84.3% for rabi and 76.6% to 90.2% and 72% to 84.7% for kharif. The K values range between 0.66 to 0.77 for rabi with average of 0.73, and from 0.69 to 0.74 with average of 0.71 for kharif. LULC change detection indicates that wheat and rice have less volatility of change in comparison with both rabi and kharif fodders. Transformation be- tween cotton and rice is less common due to their completely different cropping conditions. Results of spatial and temporal LULC distributions and their seasonal variations provide useful insights for establishing realistic LULC scenarios for hydrological studies. 展开更多
关键词 land use/land cover remote sensing normalized difference vegetation index accuracy assessment change detection hydrological modeling
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NORMAL THEOREMS ON SEVERAL COMPLEX VARIABLES
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作者 孙道椿 《Acta Mathematica Scientia》 SCIE CSCD 2001年第3期307-315,共9页
For general quasimeromorphic mappings of several complex variables, their normal theorems are studied by the method of covering surface, and some important theorems on normality are obtained.
关键词 quasimeromorphic mapping covering surface normal theorem
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On the Normal Criterion of Quasimeromorphic Mappings
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作者 Deng Fang\|wen College of Mathematics and Statistics, Wuhan University, Wuhan 430072, China 《Wuhan University Journal of Natural Sciences》 EI CAS 2001年第3期621-625,共5页
In this paper, we generalize an, inequality of meromorphic mappings to quasimeromorphic ones. Applying the results here, we can establish a normal criterion of quasimeromorphic mappings.
关键词 quasimeromorphic mapping covering surface normal criterion
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Forest Cover Dynamics of a Lowland Rainforest in Southwestern Nigeria Using GIS and Remote Sensing Techniques
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作者 Tomiwa V. Oluwajuwon Akintunde A. Alo +1 位作者 Friday N. Ogana Oluwaseun A. Adekugbe 《Journal of Geographic Information System》 2021年第2期83-97,共15页
The rate of forest degradation and deforestation in Nigeria has been increasing over the years and is prominent in the southwestern parts. Despite the significant change and degradation observed in a lowland rainfores... The rate of forest degradation and deforestation in Nigeria has been increasing over the years and is prominent in the southwestern parts. Despite the significant change and degradation observed in a lowland rainforest in the region—Ogbese Forest Reserve, there is a great dearth of information about the level of forest cover change. Therefore, this study determined the cover dynamics of the rainforest reserve over the epoch of 20 years using Geographic Information System and remote sensing techniques. Coordinates of the boundary and some other benchmark places within the forest reserve were obtained. Secondary data collection included: Landsat imageries of 1998, 2002 and 2018. An interview guide was used to obtain information from forest officials and locals of the surrounding communities to complement the spatial data obtained. Image classification was done using the maximum likelihood algorithm. The rate of change across the epochs was determined using the area of the land cover classes. The level of vegetation disturbance in the reserve was determined through Normalized Difference Vegetation Index. Five different forest cover classes were identified in the study area: forest, plantation, farmland, grassland, and bare land. The natural forest reduced significantly from 34.43 km<sup>2</sup> (48%) in 1998 to 8.73 km<sup>2</sup> (12%) in 2002 and was depleted further by 2018, while other cover classes increased. NDVI value also reduced from 0.25 to 0.13. Agriculture, among others, was observed as the main driver of forest degradation and deforestation in Ogbese Forest Reserve. The study concluded that the remaining forest (i.e. plantation) could also be depleted by 2025, as it decreases by <span style="white-space:nowrap;">&minus;</span>0.94 km<sup>2</sup> per year if proper reforestation and management practices are not introduced. 展开更多
关键词 Change Detection Land Use/Land cover normalized Difference Vegetation Index Deforestation Drivers
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Edge-Transitive Cyclic Covers of Complete Graphs with Prime Power Order
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作者 Zhaohong Huang Yin Liu 《Journal of Applied Mathematics and Physics》 2022年第2期289-300,共12页
Characterizing regular covers of symmetric graphs is one of the fundamental topics in the field of algebraic graph theory, and is often a key step for approaching general symmetric graphs. Complete graphs, which are t... Characterizing regular covers of symmetric graphs is one of the fundamental topics in the field of algebraic graph theory, and is often a key step for approaching general symmetric graphs. Complete graphs, which are typical symmetric graphs, naturally appear in the study of many symmetric graphs as normal quotient graphs. In this paper, a characterization of edge-transitive cyclic covers of complete graphs with prime power order is given by using the techniques of finite group theory and the related properties of coset graphs. Certain previous results are generalized and some new families of examples are founded. 展开更多
关键词 cover Complete Graph normal Quotient Graph AUTOMORPHISM
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Effects of land use and cover change on surface wind speed in China 被引量:4
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作者 LI Yupeng CHEN Yaning LI Zhi 《Journal of Arid Land》 SCIE CSCD 2019年第3期345-356,共12页
The surface wind speed(SWS)is affected by both large-scale circulation and land use and cover change(LUCC).In China,most studies have considered the effect of large-scale circulation rather than LUCC on SWS.In this st... The surface wind speed(SWS)is affected by both large-scale circulation and land use and cover change(LUCC).In China,most studies have considered the effect of large-scale circulation rather than LUCC on SWS.In this study,we evaluated the effects of LUCC on the SWS decrease during 1979-2015 over China using the observation minus reanalysis(OMR)method.There were two key findings:(1)Observed wind speed declined significantly at a rate of 0.0112 m/(s·a),whereas ERA-Interim,which can only capture the inter-annual variation of observed data,indicated a gentle downward trend.The effects of LUCC on SWS were distinct and caused a decrease of 0.0124 m/(s·a)in SWS;(2)Due to variations in the characteristics of land use types across different regions,the influence of LUCC on SWS also varied.The observed wind speed showed a rapid decline over cultivated land in Northwest China,as well as a decrease in China’s northeastern and eastern plain regions due to the urbanization.However,in the Tibetan Plateau,the impact of LUCC on wind speed was only slight and can thus be ignored. 展开更多
关键词 SURFACE wind speed(SWS) land use and cover change(LUCC) observation minus reanalysis(OMR) normalized difference VEGETATION index(NDVI) China
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Land Use/Land Cover Change Detection in Pokhara Metropolitan, Nepal Using Remote Sensing
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作者 Sanjeev Kumar Raut Puran Chaudhary Laxmi Thapa 《Journal of Geoscience and Environment Protection》 2020年第8期25-35,共11页
Land use and land cover are essential for maintaining and managing the natural resources on the earth surface. A complex set of economic, demographic, social, cultural, technological, and environmental processes usual... Land use and land cover are essential for maintaining and managing the natural resources on the earth surface. A complex set of economic, demographic, social, cultural, technological, and environmental processes usually result in the change in the land use/land cover change (LULC). Pokhara Metropolitan is influenced mainly by the combination of various driving forces: geographical location, high rate of population growth, economic opportunity, globalization, tourism activities, and political activities. In addition to this, geographically steep slope, rugged terrain, and fragile geomorphic conditions and the frequency of earthquakes, floods, and landslides make the Pokhara Metropolitan region a disaster-prone area. The increment of the population along with infrastructure development of a given territory leads towards the urbanization. It has been rapidly changing due to urbanization, industrialization and internal migration since the 1970s. The landscapes and ground patterns are frequently changing on time and prone to disaster. Here a study has been carried to study on LULC for the last 18 years (2000-2018). The supervised classification on Landsat Imagery was performed and verified the classification through computing the error matrix. Besides, the water bodies and vegetation area were extracted through the Normalized Difference Water Index (NDWI) and Normalized Difference Vegetation Index (NDWI) respectively. This research shows that during the last 18 years the agricultural areas diminishing by 15.66% while urban area is increasing by 13.2%. This research is beneficial for preparing the plan and policy in the sustainable development of Pokhara Metropolitan. 展开更多
关键词 Error Matrix Land Use/Land cover (LULC) normalized Difference Vegeta-tion Index (NDVI) normalized Difference Water Index (NDWI) Supervised Image Classification Remote Sensing Urban Growth
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高原河谷城市植被变化及驱动因素分析 被引量:3
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作者 唐红 张琳瞳 《环境科学》 北大核心 2025年第6期3645-3655,共11页
兰州市属于典型带状高原河谷城市,研究其植被变化可为高原河谷城市植被恢复、水土保持和生态环境保护提供参考,为兰州可持续发展提供支撑.以2000~2020年遥感影像数据为基础,采用R/S指数、Sen斜率分析、MK检验和变异系数等方法探究2000~2... 兰州市属于典型带状高原河谷城市,研究其植被变化可为高原河谷城市植被恢复、水土保持和生态环境保护提供参考,为兰州可持续发展提供支撑.以2000~2020年遥感影像数据为基础,采用R/S指数、Sen斜率分析、MK检验和变异系数等方法探究2000~2020年兰州地区生长季归一化植被指数的时空变化趋势,用地理探测器综合分析自然因素和人为因素对NDVI空间分异的影响.结果表明:①2000~2020年,人类活动区域内植被NDVI主要为中等级,增长速率为0.0048 a^(−1),呈现“不显著退化”和“持续退化”趋势.②非人类活动区域内植被NDVI主要为中低和低等级,增长速率为0.0058 a^(−1),呈现“不显著改善”和“持续改善”的趋势.③兰州地区植被NDVI改善区域面积占比为83.5%,退化面积占比为16.3%,高波动变化面积占比为51.1%,低波动变化面积占比仅为5.7%,植被生长稳定性较差.④在自然因子中土壤类型、植被类型和降水量为影响植被变化的主要影响因子;在人为因子中,土地利用类型和人口密度为影响植被变化的主要影响因子.⑤因子交互作用分析中,植被类型和降水量是影响植被NDVI空间分布的主要因子,坡度、坡向、人口密度、GDP、农业增加值和工业增加值为间接影响因子.⑥通过因子适宜范围分析还可以看出土壤类型的最适类型为淋溶土,最适土地类型为林地,最适植被类型为针叶林,最适高程范围是3500~3671 m.整体上,兰州地区植被NDVI处于中低等级,植被生长稳定性较差,未来整体呈现改善趋势.相比之下人类活动区域内植被NDVI等级和植被生长稳定性较高;土壤对植被的生长影响最大且起到负面作用.人为因子的单因子影响力均呈现缓慢上涨趋势,并且在人为影响力与其他因子交互过程中交互影响力均大于其单独的影响力,说明人类活动对植被生长的干扰也应当被重视. 展开更多
关键词 归一化植被指数(NDVI) 地理探测器 植被覆盖度变化 高原河谷城市 兰州
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三江平原不同季节植被覆盖变化及其对气候变化的响应
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作者 李海燕 曾星雨 +6 位作者 何璞 张弘强 崔玲 周博奇 任卓群 罗春雨 曲艺 《安徽农业科学》 2025年第6期195-200,共6页
应用遥感和GIS技术,结合统计和相关分析等方法,基于MODIS NDVI和气象(气温、降水)数据,探讨2000—2020年三江平原植被各季节NDVI变化趋势、空间分布格局及其对气候变化的响应。结果表明:在时间尺度上,近21年三江平原春季、夏季、秋季植... 应用遥感和GIS技术,结合统计和相关分析等方法,基于MODIS NDVI和气象(气温、降水)数据,探讨2000—2020年三江平原植被各季节NDVI变化趋势、空间分布格局及其对气候变化的响应。结果表明:在时间尺度上,近21年三江平原春季、夏季、秋季植被NDVI呈上升趋势,春季升幅最大(0.156/10 a),秋季升幅最小(0.075/10 a)。在空间分布上,春季NDVI较低,约70.10%区域处于低覆盖植被区(NDVI≤0.4),中覆盖植被区(0.4<NDVI<0.6)占29.10%;夏季植被生长较好,NDVI迅速增加,高覆盖植被区(NDVI≥0.6)几乎占三江平原整个区域,占比为97.53%;秋季植被NDVI空间分布与春季相似,但数值与春季相比,低覆盖植被区有所减少,中、高覆盖植被区均有所增加。在相关性分析中,春季94.18%植被NDVI与气温呈正相关,夏季(91.21%)和秋季(63.46%)大部分区域植被NDVI与气温呈负相关,说明春季气温的升高对大多数植被生长主要起促进作用,夏季气温的下降对植被生长主要起促进作用,秋季气温的升高对植被生长主要起抑制作用;夏季(88.90%)和秋季(80.81%)大部分区域植被NDVI与降水量呈正相关,春季82.46%区域与降水量呈负相关,说明夏季和秋季降水量的增多对三江平原植被生长主要具有促进作用,而春季降水量的增多对大多数植被生长具有抑制作用。 展开更多
关键词 归一化植被指数(NDVI) 植被覆盖 季节变化 气候变化 三江平原
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川东平行岭谷区植被覆盖时空演变格局及地形响应研究
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作者 孙小涛 彭洪斌 石宁卓 《三峡生态环境监测》 2025年第2期131-141,共11页
为了评估植被覆盖现状、了解时空演变格局,揭示植物与地形之间的关系,以大竹县为研究区,基于Landsat系列数据,运用归一化植被指数(normalized difference vegetation index,NDVI)模型,提取不同时期NDVI,采用像元二分模型,计算植被覆盖度... 为了评估植被覆盖现状、了解时空演变格局,揭示植物与地形之间的关系,以大竹县为研究区,基于Landsat系列数据,运用归一化植被指数(normalized difference vegetation index,NDVI)模型,提取不同时期NDVI,采用像元二分模型,计算植被覆盖度(fractional vegetation cover,FVC),探讨其时空演变格局及地形关系。研究结果显示:(1)1992—2022年4期平均FVC分别为:0.593、0.745、0.640、0.742,呈现“先增加后减少再持续增加”的特点;(2)中等以上FVC比重均超过70%,植被覆盖整体较好;(3)1992—2022年FVC呈现以微度增长、轻度增长为主、中度增长为辅,微度减退比重小的特征;(4)FVC随高程的升高呈“先上升后降低”的趋势,由大到小为:300~500 m、500~700 m、700~900 m、900~1100 m、0~300 m、>1100 m;(5)从FVC变化情况来看,随坡度由大到小为:0°~5°、5°~8°、8°~15°、15°~25°、25°~35°、>35°。坡度25°以上区域,变化小,最稳定;(6)FVC随坡向呈半阳坡>阳坡>阴坡>半阴坡>平地的分布特征。研究对提升生态环境治理现代化水平,保护长江上游生态屏障,具有一定意义。 展开更多
关键词 植被覆盖度 地形 像元二分模型 归一化植被指数 大竹县
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8p阶11度对称图
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作者 蒋威 娄本功 《云南大学学报(自然科学版)》 北大核心 2025年第3期401-407,共7页
给出了8p阶11度对称图的完全分类(p是一个素数),证明了8p阶11度对称图存在当且仅当素数p=3,且在同构意义下,该图只有一个为K_(12,12)-12K_(2).
关键词 对称图 自同构群 s-弧传递图 正规覆盖
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8p阶13度对称图
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作者 蒋威 娄本功 《西北师范大学学报(自然科学版)》 2025年第2期45-51,共7页
一个图称为对称的,如果图的自同构群作用在图的弧集上是传递的.利用单群的分类,给出了8p阶13度对称图的完全分类,证明了8p阶13度对称图存在当且仅当素数p=7,该图在同构意义下只有两个,分别为K414或C156.
关键词 对称图 自同构群 s-弧传递图 正规覆盖
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2013―2023年英罗湾红树林空间分布动态变化 被引量:1
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作者 冯志颖 郑倚雯 +1 位作者 张渊博 刘大召 《广东海洋大学学报》 北大核心 2025年第1期62-67,共6页
【目的】研究2013―2023年英罗湾红树林植被健康和覆盖状态的空间分布变化,为红树林的管理提供科学依据。【方法】采用Landsat影像数据,计算2013―2023年英罗湾红树林覆盖度(FVC)和归一化植被指数(NDVI),并结合Hurst指数分析,量化时间... 【目的】研究2013―2023年英罗湾红树林植被健康和覆盖状态的空间分布变化,为红树林的管理提供科学依据。【方法】采用Landsat影像数据,计算2013―2023年英罗湾红树林覆盖度(FVC)和归一化植被指数(NDVI),并结合Hurst指数分析,量化时间序列数据中过去变动对未来变动的影响程度,以评估红树林植被健康与覆盖情况的动态变化。【结果与结论】通过一元线性回归分析并辅以F检验,对英罗湾红树林NDVI和FVC值的变化情况进行分类,47%区域NDVI值显著增加,45%区域NDVI值无显著增加和无显著减少,处于相对稳定状态,仅8%区域NDVI值显著减少;17%区域FVC值显著增加,74%区域的FVC值无显著增加和无显著减少,处于相对稳定状态,仅3%区域FVC值显著减少。结果表明,2013―2023年英罗湾红树林大部分区域在植被健康和覆盖状态方面得到改善或者处于良好的稳定状态,仅有英罗湾东南岸、西南岸和北岸等少数区域出现退化现象。Hurst指数分析显示,69%区域NDVI值呈增长‒持续趋势,22%区域NDVI值呈增长‒反持续趋势,6%区域NDVI值呈减少‒持续趋势;55%区域FVC值表现出增长‒持续趋势,15%区域FVC值呈增长‒反持续趋势,15%区域FVC值呈减少‒反持续趋势和9%区域FVC值呈减少‒持续趋势。结果表明,英罗湾红树林大部分区域的健康和植被覆盖状态呈持续改善趋势,但英罗湾东南岸和西南岸少数区域存在持续退化风险。而英罗湾北岸区域的植被覆盖呈现减少‒反持续趋势,说明该区域当前的减少趋势不会长期持续。 展开更多
关键词 红树林 归一化植被指数 植被覆盖度 HURST指数 可持续性
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1982—2020年雅鲁藏布江流域植被覆盖变化与驱动因素分析 被引量:1
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作者 张永成 冯雨晴 +1 位作者 陈康 张晓晨 《河北地质大学学报》 2025年第1期78-86,共9页
研究基于GIMMS NDVI数据集,结合气象、土壤等数据,运用有序聚类突变分析、一元线性回归分析和地理探测器等方法,分析了近39年来雅鲁藏布江流域植被覆盖时空变化特征及相关驱动因子。结果表明:1982—2020年雅鲁藏布江流域植被覆盖在波动... 研究基于GIMMS NDVI数据集,结合气象、土壤等数据,运用有序聚类突变分析、一元线性回归分析和地理探测器等方法,分析了近39年来雅鲁藏布江流域植被覆盖时空变化特征及相关驱动因子。结果表明:1982—2020年雅鲁藏布江流域植被覆盖在波动中呈上升趋势,植被覆盖变化以基本稳定为主,改善区域面积高于退化区域面积,植被覆盖状况改善效果明显。流域内NDVI与降水、气温大部分呈正相关关系,且NDVI与降水的相关系数较大,表明NDVI的变化与降雨关系更密切。驱动力分析表明海拔是雅鲁藏布江流域植被覆盖的主导因子;土壤水分与海拔、降雨与海拔、土壤水分与土壤温度的交互作用是植被覆盖的主导交互作用。 展开更多
关键词 雅鲁藏布江流域 归一化植被指数(NDVI) 植被覆盖变化 驱动因子 地理探测器
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基于kNDVI的藏北高原高寒草地植被覆盖变化及驱动力分析
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作者 张媛媛 曹亚楠 +2 位作者 牛犇 刘剑 王志鹏 《草业科学》 北大核心 2025年第11期2712-2726,共15页
藏北高原是全球气候变化和人类活动影响下的生态敏感区,开展藏北高原高寒草地植被覆盖变化及驱动力分析,对于当地发展绿色可持续性草牧业来说具有重要意义。本研究基于2001-2021年的核归一化植被指数(kernal normalized difference vege... 藏北高原是全球气候变化和人类活动影响下的生态敏感区,开展藏北高原高寒草地植被覆盖变化及驱动力分析,对于当地发展绿色可持续性草牧业来说具有重要意义。本研究基于2001-2021年的核归一化植被指数(kernal normalized difference vegetation index,kNDVI),分析了藏北高原高寒草地的植被覆盖变化状况,并结合气象、地形、土壤类型和人类活动强度数据,采用Theil-Sen趋势分析、Mann-Kendall检验、偏相关分析和地理探测器,探讨了各驱动因素对藏北高原高寒草地植被覆盖变化的影响。结果表明,2001-2021年间藏北高原高寒草地整体kNDVI呈波动上升趋势,但东南部植被退化显著(P<0.05)。高寒草原和高寒草甸kNDVI年际波动较大,而荒漠草原kNDVI呈极显著上升趋势(P<0.001)。土壤水和降水是植被覆盖变化的主要驱动因素,其中土壤水与植被覆盖变化正相关,降水则与其负相关。不同植被类型kNDVI的主导驱动因素存在差异。自然因子和人类活动因子的交互作用增强了对kNDVI的影响,也导致植被覆盖变化出现空间异质性。未来藏北高原在进行生态监测和草地管理时要注意区域主要驱动因子的差异,也要考虑多重因子的共同影响。 展开更多
关键词 核归-化植被指数 植被覆盖 藏北高原 气候变化 地理探测器
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基于kNDVI的云贵高原植被时空演变规律
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作者 冉盈盈 岳鹍 师建辉 《北京测绘》 2025年第12期1834-1839,共6页
中国云贵高原生态系统较脆弱,导致植被覆盖容易发生变化。明确该地区植被时空演变规律,对推进区域生态文明建设与可持续发展具有重要意义。基于遥感影像数据计算的核归一化植被指数(kNDVI)克服了归一化植被指数(NDVI)的“非线性饱和”缺... 中国云贵高原生态系统较脆弱,导致植被覆盖容易发生变化。明确该地区植被时空演变规律,对推进区域生态文明建设与可持续发展具有重要意义。基于遥感影像数据计算的核归一化植被指数(kNDVI)克服了归一化植被指数(NDVI)的“非线性饱和”缺陷,能更精准地表征植被生长状况。因此,本文基于谷歌云计算平台(GEE),利用陆地卫星(Landsat)数据反演1990—2023年云贵高原kNDVI时序数据;采用泰尔-森(Theil-Sen)斜率估计法与曼-肯德尔(Mann-Kendall)检验法分析植被时空演变规律,并通过哈希(Hurst)指数预测其未来变化趋势。结果表明:①研究区植被总体呈改善态势,kNDVI年均增长率为0.0063;②植被显著改善区域占比89.14%,占主导地位,空间分布整体呈改善趋势;③贵州中部与云南东南部植被变化呈不可持续状态,其余地区未来植被以“显著增加且可持续”为主要特征。本文结果为云贵高原生态文明建设与区域可持续发展提供科学支撑。 展开更多
关键词 云贵高原 植被覆盖 时空演变 核归一化植被指数 GEE
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气候变化对土地覆被变化的 影响及其反馈模型 被引量:59
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作者 李克让 陈育峰 +2 位作者 黄玫 李晓兵 叶卓佳 《地理学报》 EI CSCD 北大核心 2000年第B11期57-63,共7页
气候变化对土地覆被变化影响及其反馈模型研究主要内容包括:中国土地覆被季相变化 的时空差异性;中国土地覆被特征参数NDVI年际变化与气候变化的关系;中国气候-植被判 别模型;气候-土地覆被变化的神经网络建模及土地覆被的气... 气候变化对土地覆被变化影响及其反馈模型研究主要内容包括:中国土地覆被季相变化 的时空差异性;中国土地覆被特征参数NDVI年际变化与气候变化的关系;中国气候-植被判 别模型;气候-土地覆被变化的神经网络建模及土地覆被的气候预测;土地利用/土地覆被变化 (LUCC)对气候影响的反馈机制和LUCC对中国土壤碳库的可能影响;土地覆被变化对气候影 响的反馈数值实验。 展开更多
关键词 气候变化 土地覆被变化 反馈模型 归一化差值植被指数 NDVI
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