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In Memoriam Mario Arturo Ortiz Pérez (1943-2016)
Q3 Social Sciences Pub Date : 2016-12-01 DOI: 10.14350/rig.57885
José Ramón Hernández Santana
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引用次数: 0
Evolução recente da propriedade domiciliar no Brasil 巴西房地产的最新发展
Q3 Social Sciences Pub Date : 2016-12-01 DOI: 10.14350/rig.47358
Ralfo Edmundo da Silva Matos , Carlos Fernando Ferreira Lobo , Aguirre Araújo Chaves

The issue of private property and its correlation with the expansion of modernity, with the affirmation of industrial capitalism, and with the consecration of laws and fundamental clauses is age-old and permeates the philosophical approaches from Plato and Aristotle to Morus, Hobbes, and Locke, reaching even authors from the Age of Enlightenment such as Rousseau and Voltaire, among others. The debate over private property is, therefore, a recurring subject that still captures the attention of many research scholars. In Brazil, given the historical record of the dispossessed, the late abolition of slavery (1888), and the sheer size of the country, it is a given fact that owning a household has always been the dream of millions of families. Even today, millions of precarious households shape the physiognomy of Brazilian cities. Nevertheless, recent census data have lead to the conclusion that changes in this scenario have occurred.

In urban Brazil, the growth rate of “owned” and “unowned” households has been greater than demographic growth, especially in the North, Midwest, and Northeast regions of the country. The “unowned” / “owned” proportion has risen in all Sates of the Federal Union, and in many cases, this increase has been remarkable, in excess of 40%. The three regions where the growth rate of “owned” households proved to be higher (North, Northeast, and Midwest) also stand out among those that show the most noticeable increase in the ratio between “owned” and “unowned” households. The results also indicate a strong expansion of “unowned” and rented households in the country. The annual growth reached 3.79% from 2000 to 2010, significantly higher than the growth of the resident population in Brazil, and all states showed positive growth rates. The proportion of “owned” households by city, as compared to the average of “owned” households in Brazil, clearly shows that, in the vast majority of Brazilian cities, the percentage of “owned” households was high in both 2000 and 2010. As regards “unowned” households, it is important to highlight the amount of households managed as real estate for rent. The expansion of this type of real estate may well relativize the supposed advantages of the expansion of household real estate. What should also be noted is the increase in the proportion of rented urban households over this period in all States of the Federal Union. The most significant increases occurred in the North (8.2%), Northeast (6.2%), and Midwest (6.0%) regions of the country. To note, all the states in the North, Midwest, and Northeast regions (except for Ceará), and the states of Espírito Santo and Santa Catarina, are above the mean national growth rate (4.7%). Thus, it can be inferred that where there is an accelerated expansion of “owned” real estate, there is also a simultaneous acceleration of the supply of real estate for rent.

A decline in households deemed inappropriate is also evident. There are d

私有财产问题及其与现代性扩张的关联,与工业资本主义的肯定,与法律和基本条款的神圣化的关联是古老的,渗透在从柏拉图和亚里士多德到莫鲁斯、霍布斯和洛克的哲学方法中,甚至影响到启蒙时代的作家,如卢梭和伏尔泰等人。因此,关于私有财产的争论是一个反复出现的话题,仍然吸引着许多研究学者的注意。在巴西,考虑到被剥夺者的历史记录,奴隶制的废除较晚(1888年),以及这个国家的庞大规模,拥有一个家庭一直是数百万家庭的梦想,这是一个既定的事实。即使在今天,数以百万计不稳定的家庭仍在塑造着巴西城市的面貌。然而,最近的人口普查数据得出的结论是,这种情况已经发生了变化。在巴西城市,“自有”和“无主”家庭的增长率大于人口增长率,特别是在该国的北部、中西部和东北部地区。在联邦联盟的所有州,“无主”/“拥有”的比例都有所上升,在许多情况下,这种增长非常显著,超过了40%。“自有”家庭增长率较高的三个地区(北部、东北部和中西部)也在“自有”和“无主”家庭比例增长最显著的地区中脱颖而出。研究结果还表明,全国“无主”家庭和租赁家庭的扩张势头强劲。2000 - 2010年年均增长率达3.79%,明显高于巴西常住人口的增长率,各州均为正增长率。各城市“自有”家庭的比例与巴西“自有”家庭的平均比例相比,清楚地表明,在巴西绝大多数城市,“自有”家庭的比例在2000年和2010年都很高。至于“无主”家庭,重要的是要强调作为出租房地产管理的家庭数量。这类房地产的扩张可以很好地与家庭房地产扩张的预期优势相对化。还应该指出的是,在此期间,联邦联盟所有州的城市租房家庭比例都有所增加。涨幅最大的是北部(8.2%)、东北部(6.2%)和中西部(6.0%)地区。值得注意的是,北部、中西部和东北部地区的所有州(加州除外),以及Espírito圣州和圣卡塔琳娜州,都高于全国平均增长率(4.7%)。因此,可以推断,在“自有”房地产加速扩张的地方,租赁房地产的供应也会同时加速。被认为不合适的家庭数量明显减少。有数据显示,直到2000年,至少80.7%的一居室家庭位于城市地区。2010年,这一比例急剧下降了10个百分点(67.2%),表明农村地区的不稳定住房仍然存在,而且比例很高:2000年为169,450户一居室家庭,2010年为183,881户。相对而言,这些数字占2000年农村家庭总数的32.6%,2010年占43.8%。同样重要的是,在巴西的城市,2010年大约22%的租来的家庭实际上是有人住的;这主要是由于租金过高,即低收入家庭的支出超过其收入的30%。更重要的是,在五大地区,这一比例约为20%。在东南部,创造就业机会的活动数量要多得多,“自有”和“无主”家庭的数量也更多,也是租金过高的地区,这直接影响到巴西的平均水平:许多收入不超过三份最低工资的家庭支付了过高的租金(23.7%)。现有数据表明,巴西的私有财产在21世纪初显著扩大。一居室住宅房地产在城市地区急剧下降,而“无主”房地产的租金供应在所有州都有所增加。总体而言,“自有”和“无主”家庭变得更加“合适”,尤其是在东南部,尽管2010年有近22%的家庭以过高的价格租房。
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引用次数: 0
Sistemas de información geográfica y cartografía geomorfológica aplicados al inventario de deslizamientos y cartografía de susceptibilidad en la cuenca del río El Estado, Pico de Orizaba, México 地理信息系统和地貌制图在墨西哥奥里萨巴Pico de Orizaba El Estado河流域滑坡清查和敏感性制图中的应用
Q3 Social Sciences Pub Date : 2016-12-01 DOI: 10.14350/rig.46503
José Fernando Aceves Quesada , Gabriel Legorreta Paulín , José Lugo Hubp , Juan Umaña Romero , Héctor Alfredo Legorreta Cuevas

With the aim of raising awareness on the prevention of landslide disasters, this work develops a methodology that incorporates geomorphological mapping into the mapping of landslide susceptibility using Geographic Information Systems (gis) and Multiple Logistic Regression (mlr). In Mexico, some studies have evaluated the stability of hillsides using gis. However, these studies set a general framework and guidance (that includes basic concepts and explanations of landslide classification, triggering mechanisms, criteria, considerations, and analysis for landslide hazard reconnaissance, etc.) for preparing a landslide atlas at state and city levels. So far, these have not developed a practical and standardized approach incorporating geomorphological maps into the landslide inventory using gis. This paper describes the analysis conducted to develop an analytical technique and morphometric analysis for a multi-temporal landslide inventory. Three data management levels are used to create gis thematic layers. For the first level, analogue topographic, geological, land-use, and climate paper are converted to raster format, georeferenced, and incorporated as gis thematic layers. For the second level, five layers are derived from topographic elevation data: slope angles, slope curvature, contributing area, flow direction, and saturation. For the third level, thematic maps are derived from the previous two levels of data: a hypsometric map (heuristically classified to highlight altimetric levels), a reclassified slope map (allowing to highlight differences in relief), and a morphographic map (derived from a heuristic reclassification of the slope map to highlight volcanic landforms). The theoretical aspects of geomorphological mapping contribute to set the conceptual basis to support landslide mapping. The gis thematic layers provide context and establish an overall characterization of landslide processes within the watershed. Through the retrieval and on-off switching of layers in the gis system, a base map is created to assist in the digitizing of landslides and the modeling of susceptibility. A landslide inventory is created from aerial photographs, field investigations, and all the above gis thematic layers. El Estado river watershed on the southwestern flank of Pico de Orizaba volcano has been selected as study area. The watershed is located in the southwestern slope of Citlaltepetl or Pico de Orizaba volcano. Geological (the stream channel of El Estado river erodes Tertiary and Quaternary lavas, disjointed volcanoclastic materials such as pyroclastic flows, fall deposits, lahars deposits, and alluvium) and geomorphological factors (steep slopes, energy relief, and vertical erosion) in combination with high seasonal rainfall (annual rainfall averages 1000-1100 mm/yr at > 4000 m a.s.l. and 927 mm/yr at <1500 m a.s.l.), and

为了提高人们对预防滑坡灾害的认识,这项工作开发了一种方法,该方法使用地理信息系统(gis)和多元逻辑回归(mlr)将地貌测绘纳入滑坡易感性测绘。在墨西哥,一些研究利用地理信息系统评估了山坡的稳定性。然而,这些研究为编制国家级和市级滑坡地图集提供了总体框架和指导(包括滑坡分类的基本概念和解释、触发机制、标准、注意事项、滑坡灾害侦察分析等)。到目前为止,他们还没有开发出一种实用和标准化的方法,利用地理信息系统将地貌图纳入滑坡清单。本文描述了为开发一种分析技术而进行的分析和多时间滑坡清单的形态计量分析。三个数据管理级别用于创建gis主题层。在第一级,模拟地形、地质、土地利用和气候文件被转换为栅格格式、地理参考,并合并为gis主题层。对于第二层,从地形高程数据导出五个层:坡度角、坡度曲率、贡献面积、流向和饱和度。第三个层次的专题地图是由前两个层次的数据派生而来的:一个半高程地图(启发式分类以突出高程水平),一个重新分类的坡度图(允许突出地形差异),和一个地貌图(从斜坡图的启发式重新分类派生以突出火山地貌)。地貌填图的理论研究为滑坡填图提供了理论基础。地理信息系统专题层提供了流域内滑坡过程的背景和总体特征。通过gis系统中各层的检索和开关,创建了一个基础地图,以协助滑坡的数字化和易感性的建模。滑坡清单是根据航空照片、实地调查和所有上述gis专题层创建的。选取Pico de Orizaba火山西南侧的El Estado河流域作为研究区域。该分水岭位于Citlaltepetl或Pico de Orizaba火山的西南坡。地质因素(El Estado河的河道侵蚀了第三纪和第四纪熔岩、火山碎屑流、瀑布沉积物、火山泥流沉积物和冲积物等断裂的火山碎屑物质)和地貌因素(陡坡、能量起伏和垂直侵蚀),以及高季节性降雨(年平均降雨量为1000-1100毫米/年);4000 m A.S.L.和1500 m A.S.L.的927 mm/年),以及高度的风化,使研究区容易发生滑坡。为了评估滑坡的易感性,对滑坡库存图和地貌学制图(高程、坡度和地貌)进行了审查,并进行了实地工作。在研究区域,绘制了100多个滑坡的地图。浅层滑坡(包括泥石流和泥石流)是主要类型。浅层滑坡主要发生在覆盖着火山灰和火山碎屑沉积物的山丘上。第二大滑坡过程包括岩石坠落(发生在河流侵蚀熔岩流和火山泥流的地方)和深层滑坡(发生在火山灰和火山碎屑沉积物中,熔岩流起到滑动面的作用)。同时,利用标准化gis数据集构建滑坡空间地理数据库。相关属性记录在地理数据集中。这些包括1)质量消耗过程,2)观测的确定性水平,3)照片识别日期,4)滑坡大小,5)滑坡活动,6)滑坡部分(头部,疏散区,沉积物),7)斜坡形状,8)现场坡度,9)从10米数字高程模型(dem)测量的地图坡度,10)滑坡传递,11)土地利用,12)滑坡开始的高程,13)航空照片识别号码,14)滑坡区域,15)研究人员评论。每个属性都通过gis系统中的地理数据集域进行标准化。利用这些信息,在gis平台上使用mlr对滑坡易感性进行建模。MLR用于研究陆地滑动与几个自变量(高程、坡度、贡献面积、土地利用、地质和地形曲率)之间的关系,以创建敏感性图。在具有6个自变量的情况下,多logistic模型敏感性图倾向于在10 m像素分辨率下过度预测滑坡。然而,该模型在统计上是有效的,能够预测79.81%的现有滑坡。 滑坡清单和易感性测绘技术的实施证明了该方法在墨西哥其他火山地区使用的可行性。
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引用次数: 4
Q3 Social Sciences Pub Date : 2016-12-01 DOI: 10.14350/rig.57879
Adrian Dario Jacinto Alvarado
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引用次数: 0
Q3 Social Sciences Pub Date : 2016-12-01 DOI: 10.14350/rig.57880
Federico Camerin
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引用次数: 0
Q3 Social Sciences Pub Date : 2016-12-01 DOI: 10.14350/rig.57881
Mariana Favila Vázquez
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引用次数: 0
Variações da reflectância e dos índices de vegetação em função dos parâmetros da modelagem topográfica no Parque Estadual do Turvo, Rio Grande do Sul, Brasil 巴西大南州Turvo州立公园反射率和植被指数随地形模型参数的变化
Q3 Social Sciences Pub Date : 2016-12-01 DOI: 10.14350/rig.52159
William Gaida , Fábio Marcelo Breunig , Lênio Soares Galvão , Thiago Sousa Teles , Rafaelo Balbinot

Remote sensing techniques have been widely used in forestry studies as they allow evaluation and monitoring of large forested areas. The Parque Estadual do Turvo (pet) (17 491 ha) is the largest remaining tract of well-preserved subtropical deciduous forest in Southern Brazil, it constitutes the northern-most portion of the Misiones forest of Argentina (10 000 km2). The area is of great environmental importance and is suitable for conducting remote sensing studies using high or even coarse-to-moderate spatial resolution data and related vegetation indices. Both, reflectance values and vegetation indices are affected by external factors that modify the spectral response of surface elements. Among the factors that can induce errors in image interpretation are topographic effects that add spectral variability to satellite products. In addition, previous studies in subtropical forests have shown that the geometry of data acquisition also affects significantly the estimates of vegetation parameters derived from images acquired at off-nadir viewing or by sensors with large field-of-view (FOV).

This study aimed to evaluate the magnitude of variations in bidirectional reflectance values and in vegetation indices derived from those, as a function of local topography, using high spatial resolution data acquired by the RapidEye satellite constellation.

The method included the use of a digital elevation model (dem) from the Advanced Space-borne Thermal Emission and Reflection Radiometer – Global Digital Elevation Map version 2 (aster gdem v2) and two RapidEye scenes. From the dem, topographical parameters including slope aspect (eight classes), elevation (nine classes with 120-m spacing interval) and shaded relief (shaded, intermediate and sunlit surfaces) were derived. These data provide information on areas with or without direct exposure to solar radiation, depending on topographic features. RapidEye data were acquired on June 28, 2012 and October 17, 2012, corresponding to dates when the forest shows low or high leaf area index (lai), respectively. Both scenes were acquired with a view angle close to nadir. Solar elevation angles for the June and October images were 37.93° and 71.25°, respectively. The RapidEye data were corrected for atmospheric effects using the Fast Line-of-sight Atmospheric Analysis of Hypercubes (flaash®). The next step was to perform topographic modeling in order to extract slope, aspect and elevation data. From the topographic variables and the RapidEye metadata, shaded relief was calculated for both scenes. After segmenting the scenes based on the topographic variables, we evaluated the spectral reflectance and vegetation indices, as measured by RapidEye, as a function of topographic parameters. For this purpose, we randomly sampled 1000 pixels from each topographic class. The Normalized Difference Vegetation In

遥感技术已广泛用于林业研究,因为它们可以评价和监测大片森林地区。Turvo公园(Parque Estadual do Turvo)(17,491公顷)是巴西南部保存完好的最大的亚热带落叶森林,它构成了阿根廷米西奥内斯森林的最北端(10,000平方公里)。该地区具有重要的环境意义,适合利用高分辨率甚至粗至中等空间分辨率数据和相关植被指数进行遥感研究。反射率值和植被指数都受到外界因素的影响,这些因素会改变地表要素的光谱响应。在可能导致图像解译错误的因素中,地形效应增加了卫星产品的光谱变异性。此外,以往对亚热带森林的研究表明,数据采集的几何形状也会显著影响从离谷底观测或大视场(FOV)传感器获取的图像得出的植被参数估计。本研究旨在利用RapidEye卫星星座获得的高空间分辨率数据,评估双向反射率值的变化幅度以及由此得出的植被指数作为当地地形的函数。该方法包括使用先进星载热发射和反射辐射计-全球数字高程图第2版(aster gdem v2)的数字高程模型(dem)和两个RapidEye场景。从dem中得到坡度(8类)、高程(9类,间距120 m)和阴影地形(阴影面、中间面和阳光面)等地形参数。这些数据根据地形特征提供了有或没有直接暴露于太阳辐射的地区的信息。RapidEye数据采集于2012年6月28日和2012年10月17日,分别对应森林叶面积指数(lai)低和高的时间。这两个场景都是用接近最低点的视角拍摄的。6月和10月的太阳仰角分别为37.93°和71.25°。使用Hypercubes的快速视距大气分析(flash®)对RapidEye数据进行了大气影响校正。下一步是进行地形建模,以提取坡度、坡向和高程数据。根据地形变量和RapidEye元数据,计算了两个场景的阴影地形。在基于地形变量分割场景后,我们评估了RapidEye测量的光谱反射率和植被指数作为地形参数的函数。为此,我们从每个地形类中随机抽取1000个像素。利用RapidEye数据计算归一化植被指数(ndvi)和增强植被指数(evi)。使用图形和描述性统计对样本进行平均和分析。对选定的样带进行了详细的分析,以评估当地地形参数对遥感产品的影响。此外,我们在14个样地(20 x 50 m)进行了森林调查,以产生落叶林的植物区系结构特征。野外调查共鉴定了74种植物(31科),分布在3个地层中,并表明森林内部存在不连续。结果表明,除了季节物候变化外,地形起伏引起的局部光照条件也有助于解释森林光谱响应。RapidEye测得对pet光谱响应影响最大的地形变量是坡向。尽管受到光照条件的影响,但6月影像的反射率和植被指数受低太阳高程和大量阴影造成的阴影起伏影响最大。在阔叶林,尤其是上层林冠层,季节性落叶加剧了光照效应。冬季(6月)景象呈现出更多的阴影起伏和较低的lai值。在10月的场景中,遮荫分数大幅降低,落叶降低了森林冠层的各向异性。单波段分析表明,红色和近红外波段对坡向和阴影起伏的依赖性最大。海拔的增加导致近红外反射率的正变化和可见光波段的低反射率。ndvi对地形条件的依赖程度低于evi。evi对光照条件、遮荫条件和季节lai变化具有较高的敏感性。我们的结论是,遥感数据(反射率值或植被指数如ndvi和evi)的分析应考虑局部地形效应。 总体而言,由于落叶(落叶)、太阳高程较低和阴影量较大的综合作用,6月场景的光谱各向异性高于10月场景。
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引用次数: 2
Toward a near-real time forest monitoring system [Technical note] 迈向近实时森林监测系统[技术说明]
Q3 Social Sciences Pub Date : 2016-12-01 DOI: 10.14350/rig.56889
Jean-François Mas , Richard Lemoine-Rodríguez , Hind Taud
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引用次数: 4
Q3 Social Sciences Pub Date : 2016-12-01 DOI: 10.14350/rig.57883
Adriana Lucía Trejo Albuerne
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引用次数: 0
Análisis jerárquico de la intensidad de cambio de cobertura/uso de suelo y deforestación (2000-2008) en la Reserva de la Biosfera Sierra de Manantlán, México 墨西哥Sierra de manantlan生物圈保护区2000-2008年土地覆盖/土地利用变化强度和森林砍伐的层次分析
Q3 Social Sciences Pub Date : 2016-08-01 DOI: 10.14350/rig.48600
Michelle Farfán Gutiérrez , Gerardo Rodríguez-Tapia , Jean-François Mas

Hierarchical intensity analysis of land cover/use change is a quantitative framework of nested spatial analyses that allows the estimation of changes using a change matrix at three levels of order: time interval, category, and transition. The intention of this article is to present the advantages of this framework in analyzing the dynamics of land use/ cover change using the change matrix, which has been commonly used for this purpose. However, even though the change matrix identifies some key patterns, it does not indicate whether the observed patterns have derived from processes that are systematically more or less intense than a random or uniform process. Among the most important considerations in intensity of change analysis is the use of a hierarchical order that starts at the time interval level, then takes into account the level of categories and culminates at level of transitions. Thus, the areas of each category at the start and end times serve to establish a uniform basis for the comparison between the expected and observed changes. In this way it is possible to define more clearly the patterns of change between time intervals and identifying potential drivers of the process. We present apply this analysis for two time periods (2000-2004 and 2004-2008) in the Biosphere Reserve Sierra de Manantlán (brsm), a highly heterogeneous area in terms of vegetation type and land use, which was declared as a reserve in the last decade of the twentieth century. We used the cartography from inegi at a 1:50,000 scale, updated by means of a Landsat etm+ image for the year 2000, and SPOT 5 images for 2004 and 2008. Our analysis has allowed us to determine the time interval in which the general annual change rate was higher; which categories were most active and which latent; which categories were targets of active transitions; and if the pattern of change remained stable through time. We observed a fast annual rate of change between 2000 and 2004, with an absolute change of 70.936 hectares in comparison to the period 2004-2008, which showed a slower rate of change, of 2,194 ha in absolute terms. These results show a deceleration in the overall process of transformation of land use, which could be related to the publication and implementation of the BRSM management plan in 2000, which may have restricted land-use change in the core zones.

At the category level, we found high rates of deforestation of tropical forests to agricultural and livestock production uses, and latency in temperate forests with a slower intensity of transition towards these uses. In this regard, the temperate forests are latent coverages that do not fall in the change intensively in the overall dynamics of change and could mean they are in a state of minor disturbance. However, there might be a degradation process, since in the case of introduction of cattle, this grazing free mainly in the rainy season direc

土地覆盖/利用变化的层次强度分析是一个嵌套空间分析的定量框架,它允许使用变化矩阵在三个层次上进行变化估计:时间间隔、类别和过渡。本文的目的是展示该框架在使用变化矩阵分析土地利用/覆盖变化动态方面的优势,变化矩阵已被广泛用于此目的。然而,即使变化矩阵确定了一些关键模式,它并没有表明所观察到的模式是否来自于比随机或均匀过程更系统或更少的过程。在变更分析的强度中,最重要的考虑因素之一是使用从时间间隔级别开始的层次顺序,然后考虑类别级别,并在转换级别达到高潮。因此,每一类在开始和结束时的面积为预期变化和观察到的变化之间的比较建立了统一的基础。通过这种方式,可以更清楚地定义时间间隔之间的变化模式,并确定过程的潜在驱动因素。我们将此分析应用于塞拉Manantlán (brsm)生物圈保护区的两个时间段(2000-2004年和2004-2008年),这是一个在植被类型和土地利用方面高度异质性的地区,在20世纪最后十年被宣布为保护区。我们使用了来自inegi的1:5万比例尺的地图,通过2000年的Landsat etm+图像和2004年和2008年的spot5图像更新。我们的分析使我们能够确定总体年变化率较高的时间间隔;哪些类别是最活跃的,哪些是潜在的;哪些类别是主动转换的目标;如果变化的模式一直保持稳定。我们观察到,2000 - 2004年的年变化速度很快,与2004-2008年的2194公顷的绝对变化速度相比,2004-2008年的绝对变化速度较慢,为70.936公顷。这些结果表明,土地利用转型的整体进程出现减速,这可能与2000年BRSM管理计划的发布和实施有关,这可能限制了核心区的土地利用变化。在类别层面上,我们发现热带森林向农业和畜牧业生产用途的砍伐率很高,而温带森林向这些用途过渡的强度较慢。在这方面,温带森林是潜在的覆盖物,在变化的总体动态变化中不会集中下降,可能意味着它们处于轻微干扰的状态。但是,可能会有退化的过程,因为在引进牛的情况下,这种放牧主要在雨季直接影响温带森林的下层植被。就变化率而言,热带森林的年变化率估计为-1%。相比之下,森林的变化率较低,每年为-0.5%。灌溉农业、人工牧场、城市和铁矿等土地利用变化速率均在1%以上,表明两个时期的地表面积都在增加。在这两个时期,在类别一级观察到的一个剧烈变化过程是热带干燥森林的丧失。变化较大的地区位于缓冲区和影响区,在这些地区,管理计划没有规范土地利用。特别是,该区域历史悠久的畜牧生产活动似乎是森林砍伐的驱动因素,对热带和温带森林都有影响,尽管影响程度不同。最后,从变化强度分析中得出的制图为BRSM的管理决策做出了贡献,重点是在缓冲区。
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引用次数: 9
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Investigaciones Geograficas
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