Applying Local Measures of Spatial Heterogeneity to Landsat-TM Images for Predicting Wildfire Occurrence in Mediterranean Landscapes     

Cristina Vega-García  Emilio Chuvieco 《Landscape Ecology》2006,21(4):595-605

In mountainous Mediterranean regions, land abandonment processes in past decades are hypothesized to trigger secondary vegetal succession and homogenization, which in recent years has increased the size of burned areas. We conducted an analysis of temporal changes in landscape vegetal spatial pattern over a 15-year period (1984–1998) in a rural area of 672.3 km² in Eastern Spain to investigate the relationship between local landscape heterogeneity and wildfire occurrence. Heterogeneity was analyzed from textural metrics derived from non-classified remote sensing data at several periods, and was related to wildfire history in the study area. Several neural network models found significant relationships between local spatial pattern and future fire occurrence. In this study, sensitivity analysis of the texture variables suggested that fire occurrence, estimated as probability of burning in the near future, increased where local homogeneity was higher.  相似文献   

地面高光谱和低空遥感监测小麦白粉病初探   总被引：4，自引：1，他引：4  

乔红波  周益林  白由路  程登发  段霞瑜 《植物保护学报》2006,33(4):341-344

利用手持式高光谱仪和基于数字技术的低空遥感系统，对不同严重度小麦白粉病冠层光谱反射率进行了测定，同时调查病情指数，分析不同时期地面平台光谱反射率与病情指数及低空遥感平台反射率与病情指数（disease index，DI）、归一化植被指数（normalized difference vegetable index，NDVI）相关性。结果表明，地面光谱测量冠层光谱反射率和低空遥感数字图像反射率与小麦白粉病病情指数在灌浆期有显著的相关关系，就地面测量结果而言，近红外波段的相关性高于绿光波段，相关系数分别为0．79和0．54；低空遥感数字图像红、绿、蓝三波段中，相关性依次降低，相关系数分别为0．79、0．75和0．62；而且低空遥感图像与归一化植被指数也存在较好的相关关系，蓝、红、绿波段，相关系数依次为0．70、0．68和0．54。这表明利用遥感非破坏性监测小麦白粉痛有着良好的应用前景，对于小麦白粉病发生面积监测有重要意义。  相似文献   

Land Use – Land Cover Conversion, Regeneration and Degradation in the High Elevation Bolivian Andes     

Jodi S. Brandt  Philip A. Townsend 《Landscape Ecology》2006,21(4):607-623

Regional land-cover change affects biodiversity, hydrology, and biogeochemical cycles at local, watershed, and landscape scales. Developing countries are experiencing rapid land cover change, but assessment is often restricted by limited financial resources, accessibility, and historical data. The assessment of regional land cover patterns is often the first step in developing conservation and management plans. This study used remotely sensed land cover and topographic data (Landsat and Shuttle Radar Topography Mission), supervised classification techniques, and spectral mixture analysis to characterize current landscape patterns and quantify land cover change from 1985 to 2003 in the Altiplano (2535–4671 m) and Intermediate Valley (Mountain) (1491–4623 m) physiographic zones in the Southeastern Bolivian Andes. Current land cover was mapped into six classes with an overall accuracy of 88% using traditional classification techniques and limited field data. The land cover change analysis showed that extensive deforestation, desertification, and agricultural expansion at a regional scale occurred in the last 20 years (17.3% of the Mountain Zone and 7.2% of the Altiplano). Spectral mixture analysis (SMA) indicated that communal rangeland degradation has also occurred, with increases in soil and non-photosynthetic vegetation fractions in most cover classes. SMA also identified local areas with intensive management activities that are changing differently from the overall region (e.g., localized areas of increased green vegetation). This indicates that actions of local communities, governments, and environmental managers can moderate the potentially severe future changes implied by the results of this study.  相似文献   

利用遥感技术监测锡林郭勒天然草原利用强度方法初探   总被引：1，自引：0，他引：1  

刘爱军  韩建国 《中国草地学报》2007,29(2):70-74

利用多时相的遥感数据，对2005年锡林郭勒天然草原生长期放牧利用强度进行了信息提取、监测和制图。结果表明：在牧草生长季节，天然草原各旬度的利用强度与植被指数旬度变动系数成反比，并与降雨和植被长势时空分布格局相一致；放牧初期旬度变动系数下降4％左右，利用强度较轻，处于轻度过牧状态；6月中旬以后，旬度变动系数下降12％～20％之间，利用强度加重，处于中度超载过牧状态；8月下旬后植物生长停止，旬度变动系数下降27％左右，利用强度最重，处于重度超载过牧状态。遥感监测结果经过地面同步采集数据验证，监测精度达到79．6％。  相似文献   

Geospatial methods provide timely and comprehensive urban forest information   总被引：2，自引：0，他引：2  

Kathleen T. Ward  Gary R. Johnson 《Urban Forestry & Urban Greening》2007,6(1):15-22

Urban forests are unique and highly valued resources. However, trees in urban forests are often under greater stress than those in rural or undeveloped areas due to soil compaction, restricted growing spaces, high temperatures, and exposure to air and water pollution. In addition, conditions change more quickly in urban as opposed to rural and undeveloped settings. Subsequently, proactive management of urban forests can be challenging and requires the availability of current and comprehensive information. Geospatial tools, such as, geographic information systems (GIS), global positioning systems (GPS) and remote sensing, work extremely well together for gathering, analyzing, and reporting information. Many urban forest management questions could be quickly and effectively addressed using geospatial methods and tools. The geospatial tools can provide timely and extensive spatial data from which urban forest attributes can be derived, such as land cover, forest structure, species composition and condition, heat island effects, and carbon storage. Emerging geospatial tools that could be adapted for urban forest applications include data fusion, virtual reality, three-dimensional visualization, Internet delivery, modeling, and emergency response.  相似文献   

黔北地区柰李丰产优质栽培技术研究     

金方伦 《北方果树》2007,(6):10-11

历经8年(1999-2006年)对‘柰李‘的结果特性进行观察,提出采用高标准建园、配方施肥、合理修剪、保果疏果、防治病虫害和适时采收等配套栽培技术,并把此项技术运用于大面积生产上,取得了良好的效果.  相似文献   

草地植被盖度的近距离遥感测定   总被引：3，自引：1，他引：3  

池宏康  周广胜  许振柱  袁文平 《草业学报》2007,16(2):105-110

盖度或者覆盖度是植物群落结构的一个重要数量指标。通常的目视估测植物群落盖度方法不仅精度低,而且因人而异。本研究采用近距离遥感方法测定草地植物群落盖度,该方法主要包括数据获取、图像处理、像元数量提取和盖度计算4个部分。精度评价表明,该方法测定的绿色植被盖度误差很小,与目视估测方法比较,它具有客观、一致和精度高的优点。  相似文献   

Use of airborne multispectral imagery to discriminate and map weed infestations in a citrus orchard     

XUJUN YE  KENSHI SAKAI  SHIN-ICHI ASADA  AKIRA SASAO 《Weed Biology and Management》2007,7(1):23-30

Reliable information on weed abundance and distribution within fields is essential for weed management in agricultural systems. Such information is necessary to adopt localized and variable rates of herbicide spraying, thus reducing chemical waste, crop damage, and environmental pollution. This paper examined the potential of airborne multispectral imagery to discriminate and map weed infestations in an experimental citrus orchard in Japan. Using an airborne digital sensor, multispectral imagery was acquired over the study site on 10 April 2003. The obtained reflectance imagery was analyzed using an image object-based approach in eCognition. After creating image objects on the image, the spectral information for weeds and citrus, represented by corresponding selected sample image objects, was extracted. Significant differences in the spectral characteristics between weeds and citrus were observed in each of the red, green, and blue wavebands. The simple average values of these wavebands were used to classify image objects with the nearest neighbor algorithm. Maps were generated with different classes or levels of class groups. A subsequent accuracy assessment demonstrated that the weeds were successfully discriminated from other image objects with a classification accuracy of 99.07%. Therefore, maps generated based on the classification result could provide valuable information for developing a site-specific weed management program for the study orchard.  相似文献   

A method for mapping the distribution of willow at a catchment scale using bi-seasonal SPOT5 imagery   总被引：1，自引：0，他引：1  

M NOONAN  & C CHAFER 《Weed Research》2007,47(2):173-181

This study showed that seasonal imagery acquired at specific stages of phenology can be used to improve the mapping accuracy of invasive willow at a catchment scale. SPOT5 XI (10 m) satellite imagery was acquired for early autumn and winter to represent the phenological stages of leaf cover and leaf fall respectively. Four classification regimes were evaluated using single‐ and bi‐seasonal composite imagery to determine the most accurate method. Significant spectral noise was found in willow populations, especially in the winter image, due to the effects of undergrowth exposure, shadowing, topography and boundary‐mixed pixels. Two noise reduction techniques were applied to the bi‐seasonal composite image to improve the classification results. The noise‐reduced bi‐seasonal composite image was classified using the spectral angle mapper (SAM) algorithm before importation into a geographical information system. Aerial photography was used to reduce the errors of commission associated with misclassification of pastures. The class accuracy achieved for willow using the method described in this study was 77.5% (Kappa =0.87). The high cost of eradicating willow means that managers must establish priorities for control; this technique can provide a powerful tool for prioritizing control programmes and for monitoring results at a catchment scale.  相似文献   

Using remote sensing to predict outbreaks of Oestrus ovis in Namibia     

S. Flasse  C. Walker  H. Biggs  P. Stephenson  P. Hutchinson 《Preventive veterinary medicine》1998,33(1-4):31-38

The Directorate of Veterinary Services of the Ministry of Agriculture, Water and Rural Development of Namibia issues warnings to farmers in the south of the country about the likelihood of infestation of small-stock by the nasal bot fly, Oestrus ovis. Farmers can then treat their stock at the most appropriate time. The O. ovis puparia develop at shallow depths in the soil and the timing of emergence is directly dependent on climatic conditions, specifically the number of degree-days above a particular threshold soil temperature. Based on temperature measurements from only a few stations scattered throughout the country, the veterinary department warnings lack precision in space and time. This paper presents an attempt to support the programme of warnings with accumulated temperature information from Meteosat satellite images, in order to strengthen predictions of the time of emergence in specific places, and to improve the precision and reliability of warnings given to farmers.  相似文献