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A Combined Approach Using Water Quality Indexes and Statistical Analyses to Assess the Urban Surface Runoff: a Case Study in São Paulo Coastal Zone, Brazil 采用水质指数和统计分析相结合的方法评估城市地表径流:以巴西圣保罗海岸带为例
Q4 Social Sciences Pub Date : 2023-04-14 DOI: 10.11137/1982-3908_2023_46_53026
Vinicius Roveri, L. Guimarães, A. T. Correia
Although the most conventional methods to determine the quality of an aquatic ecosystem are aimed to evaluate its physicochemical, microbiological and ecotoxicological characteristics, the monitoring of a large number of environmental variables can represent a high cost for developing countries like Brazil. However, a combined approach using water quality indexes and statistical analyses may help us to monitor water quality through a previous selection of a few key environmental variables. In this context, the objective of this study was to highlight the set of environmental variables most useful to assess the urban channels water quality of Guarujá, Brazil, whose diffuse loads flow continuously into four tourist beaches (Tombo, Enseada, Perequê and Iporanga). For this purpose, three different methods were applied: (i) an existent published large data set (30 environmental variables: 28 physicochemical/microbiological, plus 2 ecotoxicological) obtained during a previous monitoring of the urban drainage channels of these beaches; (ii) the potential risks for the aquatic local fauna and flora through established water quality indexes, such as IMPC, TSI and ALPI; and (iii) through statistical methods such as Cohen D test, Standardized Odds Ratio and Logistic Regression, the set of environmental variables with the greatest potential to cause acute and chronic toxicity in urban channels waters. This combined approach using water quality indexes and statistical analyses was effective to successfully reduce the number of environmental variables needed to assess the ecological status of this coastal area. Moreover, this combined approach was useful to gather intuitive and user-friendly environmental information that could help decision makers (i.e., public authorities and environmental agencies) to plan and perform low-cost and effective monitoring plans in different coastal zones worldwide, namely in developing countries such as Brazil.
尽管确定水生生态系统质量的最传统方法旨在评估其物理化学、微生物学和生态毒理学特征,但对巴西等发展中国家来说,监测大量环境变量可能意味着高昂的成本。然而,使用水质指数和统计分析相结合的方法可以帮助我们通过先前选择的几个关键环境变量来监测水质。在这种情况下,本研究的目的是突出一组环境变量,这些变量对评估巴西瓜鲁耶的城市河道水质最有用,其扩散负荷连续流入四个旅游海滩(Tombo、Enseada、Perequê和Iporanga)。为此目的,采用了三种不同的方法:(i)先前监测这些泳滩的城市排水渠道时获得的现有公布的大型数据集(30个环境变量:28个物理化学/微生物学变量,加上2个生态毒理学变量);(ii)透过已建立的水质指数,例如IMPC、TSI及ALPI,评估本地水生动植物的潜在风险;(iii)通过Cohen D检验、标准化优势比和Logistic回归等统计方法,对城市河道水体中最可能引起急性和慢性毒性的环境变量集进行分析。这种结合水质指标和统计分析的方法有效地减少了评估该沿海地区生态状况所需的环境变量的数量。此外,这种综合方法有助于收集直观和用户友好的环境信息,这些信息可以帮助决策者(即公共当局和环境机构)在全世界不同沿海地区,即在巴西等发展中国家规划和执行低成本和有效的监测计划。
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引用次数: 1
Climatological Features of the Vento Norte Phenomenon in the Extreme South of Brazil 巴西极南地区北风现象的气候特征
Q4 Social Sciences Pub Date : 2023-04-12 DOI: 10.11137/1982-3908_2023_46_52599
Cinara Ewerling da Rosa, M. Stefanello, D. Facco, D. Robérti, Fábio Diniz Rossi, G. Degrazia
Downslope windstorm known as Vento Norte (VNOR; Portuguese for “North Wind”) is a common phenomenon that occurs in southern Brazil during the winter season. Hence, this study attempted to investigate the climatological characteristics of VNOR using seventeen years (2004–2020) of hourly observations collected at seven meteorological stations distributed over the central region of Rio Grande do Sul State. The VNOR windstorm episodes are identified by intense wind gusts and warm air advection from the northern direction. They were selected from the data set obtained during the winter in the city of Santa Maria (SM). Statistical analysis showed that the detected VNOR events were characterized by mean wind gusts ≈15 m.s-1, mean wind direction of 350° and mean air temperature of 27 °C. Average duration of the events was about 9 h, with the longest event lasting 21 h. Characteristics and effects of this phenomenon were compared with those in other locations (meridional and zonal sections). Average values of wind gusts from the northern direction presented a significant increase of ≈200% for the winter period in SM. Nonetheless, a less significant increase in wind gusts was recorded in the meridional (28%) and zonal (41%) sections away from SM. The central location of SM has favorable topographic characteristics for this amplification, with a sharp altitude difference caused by the plateau- plain interface of ≈300 m. Our findings showed that the VNOR phenomenon mainly affects the climate of the southern region of Brazil, with a local amplification in the city of SM.
被称为北文托(VNOR)的下坡风暴;葡萄牙语是“北风”的意思)是巴西南部冬季常见的现象。因此,本研究试图利用分布在巴西南格兰德州中部地区的7个气象站收集的17年(2004-2020)逐小时观测资料来研究VNOR的气候特征。VNOR风暴事件的特征是来自北方的强阵风和暖空气平流。它们是从圣玛丽亚市(SM)冬季获得的数据集中选择的。统计分析表明,探测到的VNOR事件的特征是平均阵风≈15 ms -1,平均风向为350°,平均气温为27℃。事件的平均持续时间约为9 h,最长事件持续时间为21 h。与其他位置(经向和纬向剖面)的特征和影响进行了比较。北风平均阵风值在冬季显著增加约200%。尽管如此,在远离SM的经向(28%)和纬向(41%)区域记录的阵风增加不太显著。SM的中心位置具有有利于这种放大的地形特征,高原-平原界面造成的高度差约为300 m。研究结果表明,VNOR现象主要影响巴西南部地区的气候,并在SM市有局部放大。
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引用次数: 2
Classification of 2007 Winter Mist and Fog in São Paulo City, Brazil 2007年巴西<s:1>圣保罗市冬季雾和雾的分类
Q4 Social Sciences Pub Date : 2023-04-12 DOI: 10.11137/1982-3908_2023_46_52695
Brenda Almeida Santos, R. Ynoue
Mist and fog observed at the Meteorological Station of the Institute of Astronomy, Geophysics and Atmospheric Sciences of the University of São Paulo (EM/IAG) in the southeastern part of São Paulo city in the winter of 2007 were classified according to its formation processes: advection or radiation. Meteorological data from EM/IAG, Congonhas Airport and reanalysis from the European Center for Medium-Range Weather Forecast, as well as radiosondes from Campo de Marte Airport were used. In the 1981-2015 climatology, it was observed that these phenomena are more frequent in the winter, with an average of 11 events per month. For the winter of 2007, 21 advection and 28 radiation events were detected, with radiation fog occurring more frequently in June (13) and advection fog, in August (12). The South Atlantic Subtropical High favored the formation of radiation events in 24 cases; 15 of which had the contribution of humidity advected by the sea breeze. Post-frontal anticyclone was associated with the remaining 25 cases, of which 15 were classified as advection. Four cases were chosen for a more detailed analysis. On July 2, 2007, radiation mist occurred, with the injection of moisture by the sea breeze; the next day, there was also radiation mist, however, with no sea breeze. On the 20th of July, fog was caused by advection of humidity with north/northeast winds coming from the Serra da Cantareira and on the 27th, advection mist developed due to the intensification of winds associated with the movement of a post-frontal anticyclone.
2007年冬天,圣保罗大学天文、地球物理和大气科学研究所(EM/IAG)气象站在圣保罗市东南部观测到的薄雾根据其形成过程进行了分类:平流或辐射。使用了来自EM/IAG、孔戈尼亚斯机场的气象数据、欧洲中期天气预报中心的再分析以及坎波德马特机场的无线电探空仪。在1981-2015年的气候学中,观察到这些现象在冬季更为频繁,平均每月发生11次。2007年冬季,共探测到21次平流和28次辐射事件,其中6月(13日)发生辐射雾的频率更高,8月(12日)发生平流雾。南大西洋副热带高压有利于24例辐射事件的形成;其中15个具有海风平流的湿度贡献。额后反气旋与其余25例有关,其中15例被归类为平流。选择了四个案例进行更详细的分析。2007年7月2日,随着海风的吹入,出现辐射雾;然而,第二天也有辐射雾,没有海风。7月20日,雾是由来自Serra da Cantareira的北/东北风的湿度平流引起的,27日,平流雾是由于与后锋面反气旋运动相关的风增强而形成的。
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引用次数: 0
Oil Seep Detection Using Microwave Remote Sensing at Espírito Santo Basin, Eastern Brazil 巴西东部Espírito Santo盆地的微波遥感石油渗漏探测
Q4 Social Sciences Pub Date : 2023-04-03 DOI: 10.11137/1982-3908_2023_46_48346
Lucas Dos Anjos Correa do Espirito Santo, Marcelo Dos Santos Salomão, Enrico Campos Pedroso, Ciro Jorge Appi
Hydrocarbon seepage phenomena can be found in most petroleum provinces located in both coastal and ocean regions. The present work aims to identify, map and quantify oil seep candidates in the maritime portion of the Espírito Santo Sedimentary Basin using Synthetic Aperture Radar imagery from Radarsat-2 and Sentinel-1. The selection of the SAR images was made based on their basin coverage area. Meteorological and oceanographic data, when available, were used to assist interpretation. Later, the presence of structures that may enable fluids to escape (faults, fractures, salt domes, etc.) was verified in 101 seismic lines. After detailed analysis, the obtained data were gathered, aiming to classify the oil seep candidates found according to their probability of happening. There were 3 parameters, subdivided into criteria, used in the ranking score: SAR (distance of vessels, number nearby possible seeps and feature size), Geological (morphotectonic domains) and Seismic (distance from seismic lines, presence of structures and distance from structure). Each criterion received grades ranging from 0.1 to 1.0. The final score is given by the arithmetic mean of the parameters. This allowed the seep candidates to be organized in a ranking. The methodology was successful in identifying 54 promising features in the Espírito Santo basin and northern Campos basin. Half of the seep candidates found, 27 features, obtained a grade higher than 0.7, which strengthens the idea of being oil seeps. As an outcome a map was made in 1:3,500,000 scale with the location of all oil seep candidates mapped in this petroleum province.
在沿海和海洋地区的大部分石油省都存在油气渗漏现象。目前的工作旨在利用Radarsat-2和Sentinel-1的合成孔径雷达图像,识别、绘制和量化Espírito Santo沉积盆地海上部分的候选石油泄漏点。基于盆地覆盖面积对SAR图像进行选择。可利用气象和海洋学数据协助口译。后来,在101条地震线中证实了可能使流体逸出的结构(断层、裂缝、盐丘等)的存在。对得到的数据进行详细分析,根据发生概率对发现的候选油进行分类。有3个参数,细分为标准,用于排名得分:SAR(船只的距离,附近可能渗漏的数量和特征大小),地质(形态构造域)和地震(地震线的距离,是否存在构造和距离构造)。每个标准的评分范围从0.1到1.0。最后的分数由参数的算术平均值给出。这样就可以对这些潜在的候选人进行排序。该方法成功地识别了Espírito Santo盆地和Campos盆地北部的54个有希望的特征。在发现的候选渗漏区中,有27个特征的评分高于0.7,这加强了石油渗漏的观点。结果,绘制了一幅以1:35万比例尺绘制的地图,地图上标出了该石油省所有候选石油渗漏点的位置。
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引用次数: 0
Cowpea Yield Under Water Stress Scenarios 水分胁迫情景下豇豆产量
Q4 Social Sciences Pub Date : 2023-03-23 DOI: 10.11137/1982-3908_2023_46_50453
Francisco Edson Paulo Ferreira, Vicente de Paulo Rodrigues da Silva, Madson Tavares Silva, Sílvia Maria Dantas
Cowpea is considered a subsistence crop, so it is generally cultivated by family farming in the rainy season and, outside this season, with the aid of irrigation. Its yield is reduced if there is water stress due to the lack of rainfall or irrigation water. Objective of this study was to evaluate the influence of water stress in the rainy and dry seasons on grain yield, biomass, harvest index and water use efficiency in the ‘Costela de Vaca’ cowpea variety cultivated in no-tillage system using crop residues present in the experimental area. Experimental design used was randomized blocks, in a 2 x 5 factorial scheme (cropping season x water stress), with four replicates. Treatments consisted of two cropping seasons (rainy and dry) and five forms of water stress (without water stress, water suspension for 5, 10 and 15 days, and rainfed cultivation). Biomass was the only parameter influenced by the cropping season versus water stress interaction. Regardless of the cowpea cropping season, water stress reduced grain yield and biomass. Harvest index showed no sensitivity to water stress and cropping season. Water use efficiency was influenced by the cropping season. Soil cover promoted maintenance of soil moisture during cowpea cultivation in both periods.
豇豆被认为是一种自给自足的作物,因此通常在雨季由家庭农业种植,而在雨季之外,则借助灌溉。如果由于缺乏降雨或灌溉用水而缺水,其产量就会降低。本研究旨在利用试验区作物残茬,评价雨季和旱季水分胁迫对免耕栽培' Costela de Vaca '豇豆品种产量、生物量、收获指数和水分利用效率的影响。试验设计采用随机分组,采用2 × 5因子方案(种植季节×水分胁迫),设4个重复。处理包括两个种植季节(雨季和旱季)和五种水分胁迫形式(无水分胁迫、停水5、10和15 d以及雨养栽培)。生物量是唯一受种植季节和水分胁迫交互作用影响的参数。无论豇豆的种植季节如何,水分胁迫都降低了籽粒产量和生物量。收获指数对水分胁迫和种植季节不敏感。水分利用效率受种植季节的影响。在两个时期,土壤覆盖促进了豇豆种植期间土壤水分的维持。
{"title":"Cowpea Yield Under Water Stress Scenarios","authors":"Francisco Edson Paulo Ferreira, Vicente de Paulo Rodrigues da Silva, Madson Tavares Silva, Sílvia Maria Dantas","doi":"10.11137/1982-3908_2023_46_50453","DOIUrl":"https://doi.org/10.11137/1982-3908_2023_46_50453","url":null,"abstract":"Cowpea is considered a subsistence crop, so it is generally cultivated by family farming in the rainy season and, outside this season, with the aid of irrigation. Its yield is reduced if there is water stress due to the lack of rainfall or irrigation water. Objective of this study was to evaluate the influence of water stress in the rainy and dry seasons on grain yield, biomass, harvest index and water use efficiency in the ‘Costela de Vaca’ cowpea variety cultivated in no-tillage system using crop residues present in the experimental area. Experimental design used was randomized blocks, in a 2 x 5 factorial scheme (cropping season x water stress), with four replicates. Treatments consisted of two cropping seasons (rainy and dry) and five forms of water stress (without water stress, water suspension for 5, 10 and 15 days, and rainfed cultivation). Biomass was the only parameter influenced by the cropping season versus water stress interaction. Regardless of the cowpea cropping season, water stress reduced grain yield and biomass. Harvest index showed no sensitivity to water stress and cropping season. Water use efficiency was influenced by the cropping season. Soil cover promoted maintenance of soil moisture during cowpea cultivation in both periods.","PeriodicalId":39973,"journal":{"name":"Anuario do Instituto de Geociencias","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136165911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Porto Primavera Ichnofossil Geosite, Brazil: Geoconservation Measures in a Protected Area Porto Primavera Ichnossil Geosite,巴西:保护区内的地质保护措施
Q4 Social Sciences Pub Date : 2023-03-19 DOI: 10.11137/1982-3908_2023_46_48245
Luiz Alberto Fernandes, F. Sedor, Rafael Costa Da Silva, Adalberto Aurélio Azevedo, Luiz Roberto Da Silva, A.L.D. Gesicki, Irma Tie Yamamoto, W. Iyomasa
Porto Primavera geosite comprises aeolian sandstones with tetrapod trace fossil cropping out at the Porto Primavera Hydroelectric Power Plant, São Paulo State, Brazil. The Upper Cretaceous Rio Paraná Formation, which contains these tracks, is composed of medium–fine quartzarenites well- sorted and supermature, with typically large tabular/trough cross-bedding.  They accumulated in complexes of large barchanoid dunes, moved by winds to the south-west. The Porto Primavera association consists of tracks of theropod dinosaurs and small mammals preserved in concave epirelief. These rare records in aeolian desert environments from the Late Cretaceous of Brazil indicate that even the interior Caiuá desert was occupied by organisms. The study focused on the characterization of the ichnofossils, assessing their susceptibility to degradation by natural and anthropogenic  processes, and proposing measures to manage the geosite. Because the risk of degradation of the geosite is high, it is proposed that prior to their  removal the slabs should be replaced with synthetic resin replicas made using silicone rubber moulds. The sense of disconnection between the objects and their natural geological context could be addressed by depositing the objects near the geosite in the Museum of Regional Memory.  The geosite is indicated as a new holostratotype to the Rio Paraná Formation.
在巴西圣保罗州的Primavera水电站,Porto Primavera地质遗址由风成砂岩和四足动物化石组成。包含这些径迹的上白垩统里约热内卢副组由分选良好、超成熟的中细石英砂岩组成,具有典型的大板状/槽状交错层理。它们聚集在大型梭子状沙丘的复合体中,被风吹向西南方向。Primavera港群由兽脚亚目恐龙和小型哺乳动物的足迹组成,它们被保存在凹形的外浮雕中。这些来自巴西晚白垩纪风成沙漠环境的罕见记录表明,即使是caiu沙漠内部也被生物占领。研究的重点是鱼化石的特征,评估其易受自然和人为过程退化的影响,并提出管理措施。由于土工场地退化的风险很高,因此建议在移除这些板之前,应使用硅橡胶模具制成的合成树脂复制品来取代它们。通过将这些物品放置在区域记忆博物馆的地质遗址附近,可以解决这些物品与自然地质环境之间的脱节感。该地质体为里约热内卢副组新的全层型。
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引用次数: 0
The Role of Clay Minerals in the Petrophysical Properties of Carbonate Rocks from the Cotinguiba Formation (Sergipe-Alagoas Basin, Brazil) 粘土矿物在巴西Sergipe-Alagoas盆地Cotinguiba组碳酸盐岩物性中的作用
Q4 Social Sciences Pub Date : 2023-03-10 DOI: 10.11137/1982-3908_2023_46_48599
Clarissa Oliveira Da Luz, Gerson Cardoso Da Silva Jr., Mariléa Gomes Dos Santos Ribeiro
The Cotinguiba Formation, of Cretaceous age, located in the Sergipe-Alagoas Basin, Brazilian Northeastern coast, comprises carbonate breccias and carbonate shales interlayered with fine to coarse clastic sediments (mudstones, marls), deposited in the maximum sea level episode during the Cenomanian-Coniacian transgressive event. Core sections were selected from the formation materials, from which 20 plugs were obtained, representing the main carbonate horizons present in Cotinguiba Formation. The selected samples were analyzed with petrophysical and physical methods (air porosimetry, mercury injection, and acoustic wave velocity) and mineralogical methods (optical microscopic analysis, x-ray diffraction (XRD) and scanning electron microscopy (SEM)). Results showed that the clay minerals’ content in the carbonates varies from 2% to 20%, with illites/micas and interstratified illite/smectite as the most abundant clay minerals, containing also traces of chlorite and kaolinite, and presence of palygorskite varying from trace to 8%. According to the percentages of calcite, dolomite, and siliciclastic + clay minerals obtained in the XRD analysis, the carbonates were lithologically identified as limestone, impure limestone, dolomitic limestone, impure dolomitic limestone, impure calcitic dolostone, and impure dolostone. The rocks have a good porosity, varying from 6% to 20% in the carbonates, predominantly related to microporosity. Clay minerals’ content influenced the grain density and acoustic properties, albeit not having the same role with porosity and permeability. SEM images, though, show that they have an important role in microporosity. Grain density variation related to phyllosilicate content was observed more significantly in impure limestones with a clay content higher than 8%, and a more pronounced decrease was observed in samples with palygorskite. Microporosity is the main factor for reducing Vp and Vs velocities in those carbonates, with values not exceeding 5341 m/s for Vp and 3026 m/s for Vs but, when clay content is higher than 4%, the Vp and Vs wave velocities do not exceed 4100 m/s and 2480 m/s, respectively. Therefore, the research allowed evaluating the influence of mineralogical and textural properties in the petrophysical properties of Cotinguiba Formation.
Cotinguiba组位于巴西东北海岸Sergipe-Alagoas盆地的白垩纪,由碳酸盐岩角砾岩和碳酸盐岩页岩与细至粗碎屑沉积物(泥岩、泥灰岩)夹层组成,沉积于塞诺曼-科尼亚契海侵事件期间的最高海平面时期。从地层材料中选择了岩心剖面,从中获得了20个桥塞,代表了Cotinguiba组的主要碳酸盐岩层位。采用岩石物理和物理方法(空气孔隙度法、压汞法、声波速度法)和矿物学方法(光学显微镜分析、x射线衍射(XRD)和扫描电镜(SEM))对所选样品进行分析。结果表明:碳酸盐中粘土矿物含量在2% ~ 20%之间,以伊利石/云母和层间伊利石/蒙脱石含量最多,绿泥石和高岭石含量也在微量~ 8%之间;根据XRD分析得到的方解石、白云石、硅塑性+粘土矿物的百分比,岩性鉴定为灰岩、不纯灰岩、白云岩、不纯白云岩、不纯方解石白云岩、不纯白云岩。岩石孔隙度较好,碳酸盐岩孔隙度在6% ~ 20%之间,主要与微孔隙有关。粘土矿物含量对颗粒密度和声学性质有影响,但对孔隙度和渗透率的影响不同。然而,SEM图像显示它们在微孔隙度中起着重要作用。在粘土含量高于8%的不纯石灰石中,颗粒密度变化与层状硅酸盐含量的关系更为显著,而在含坡缕石的石灰石中,颗粒密度变化更为明显。微孔隙度是降低Vp和Vs波速的主要因素,Vp波速不超过5341 m/s, Vs波速不超过3026 m/s,但粘土含量大于4%时,Vp波速不超过4100 m/s, Vs波速不超过2480 m/s。因此,该研究可以评价矿物学和结构性质对Cotinguiba组岩石物理性质的影响。
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引用次数: 0
Environmental Communication of Corporate Social Responsibility (CSR) in Fire Disaster Mitigation on Peatlands 泥炭地火灾减灾中企业社会责任的环境传播
Q4 Social Sciences Pub Date : 2023-03-10 DOI: 10.11137/1982-3908_2023_46_49559
Yasir Yasir, N. Nurjanah, S. Samsir
Mitigation of forest and land fires is very important to implement in peatlands. This paper aims to explain the role of Pertamina’s CSR communication in mitigating peatland fires around the company’s operational areas. This research used qualitative methods with case studies. The results showed that Pertamina’s CSR communication contributed to increasing awareness of fire disaster mitigation and changing people’s behavior in utilizing peatlands through the “Kampung Gambut Berdikari” program. In addition, the community was also trained and provided with fire extinguishers to prevent fires on peatlands. CSR implementers establish friendly relations and foster the Tunas Makmur farmer group and the Fire Concern Community (Masyarakat Peduli Api/MPA) group to prevent fires. CSR communication is able to increase the awareness of the surrounding community in managing the peat environment. CSR together with the community develops peat arboretum ecotourism and pineapple plantations for environmental education and improving people’s welfare. This peat arboretum ecotourism is not only a medium of communication to spread educational messages to the farmer community, but also to school students, youth and visitors. In the future, CSR program actors can implement environmental communication as a form of disaster mitigation to prevent forest and peatland fires. 
在泥炭地实施减轻森林和土地火灾非常重要。本文旨在解释Pertamina的企业社会责任沟通在减轻公司运营区域周围泥炭地火灾中的作用。本研究采用案例分析的定性方法。结果表明,通过“Kampung Gambut Berdikari”项目,马来西亚国家石油公司的企业社会责任传播有助于提高人们对火灾减灾的认识,并改变人们利用泥炭地的行为。此外,还对社区进行了培训,并向其提供了灭火器,以防止泥炭地发生火灾。企业社会责任实施者建立友好关系,促进Tunas Makmur农民团体和火灾关注社区(Masyarakat Peduli Api/MPA)团体预防火灾。企业社会责任传播能够提高周边社区管理泥炭环境的意识。CSR与社区共同开发泥炭植物园生态旅游和菠萝种植园,以进行环境教育和改善人民福利。泥炭植物园生态旅游不仅是向农民社区传播教育信息的沟通媒介,也是向学生、青年和游客传播教育信息的媒介。未来,企业社会责任项目的参与者可以将环境沟通作为一种减灾形式,以防止森林和泥炭地火灾。
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引用次数: 0
Simulated Acidic Weathering of “Black Granites”: an Assessment using Regression Analysis “黑色花岗岩”模拟酸性风化作用的回归分析评价
Q4 Social Sciences Pub Date : 2023-03-10 DOI: 10.11137/1982-3908_2023_46_39560
Ely Brasil de Arruda Luna Cavalcanti, J.A. Nogueira Neto, E. A. Menor, Adejardo Francisco Da Silva Filho, Marcelo Reis Rodrigues Da Silva, Lucas Fontenele Amorim
A number of “black granites” were tested using simulated acidic weathering (H2SO4, HNO3, H2SO4/HNO3 and HCl, at pH = 3,00), freeze resistance and relative loss of brightness. The same plates of these granites remained immersed in each acidic solution over eight weekly cycles. The pH data from residual acid solutions were plotted versus timing of the experimental cycles in XY diagrams for interpretation as log-linear regressions. The global set of data, transcribed in a ternary diagram, shows a distinctive area highlighting the best commercial granites. In addition to these granite coatings, the proposed methodology allows easy and accurate identification of their best performances.
使用模拟酸性风化(H2SO4、HNO3、H2SO4/HNO3和HCl,pH=3.00)、抗冻性和相对亮度损失对一些“黑色花岗岩”进行了测试。这些花岗岩的同一板块在八周的周期内一直浸泡在每种酸性溶液中。在XY图中绘制残留酸溶液的pH数据与实验循环时间的关系,以解释为对数线性回归。以三元图转录的全球数据集显示了一个突出最佳商业花岗岩的独特区域。除了这些花岗岩涂层外,所提出的方法还可以轻松准确地确定其最佳性能。
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引用次数: 0
Use of Machine Learning Algorithms in the Classification of Forest Species 机器学习算法在森林物种分类中的应用
Q4 Social Sciences Pub Date : 2023-03-08 DOI: 10.11137/1982-3908_2023_46_50490
Táscilla Magalhães Loiola, R. Fantinel, Fernanda Dias Dos Santos, Franciele de Bastos, Mateus Sabadi Schuh, Pablo Fernandes, Bruna Andiele Simões, R. S. Pereira
Optimization in the process of managing forest resources seeks alternatives that make data collection possible. One of them alternatives is spectroradiometry, which consists of measuring the spectral response, having as product the response of the target in relation to the incident radiation along the electromagnetic spectrum, and that, using machine learning, with pre-selected models, makes it possible to identify. Given the above, the study aimed to use machine learning algorithms to classify species by vegetation indices from reflectance data. The study was developed at the Federal University from Santa Maria, working with the species Ficus benjamina, Inga marginata, Handroanthus chrysotrichus, Psidium cattleianum, Salix humboldtiana, Corymbia citriodora and Myrcianthes pungens, and spectral readings of the leaves were taken using the FieldSpec®3 spectroradiometer connected to RTS-3ZC3 integrating  sphere. The reflectance values with wavelength ranged in amplitude from 350 ƞm to 2,500 ƞm and spectral resolution of 1 ƞm. Vegetation indices were calculated using the software R Studio, being: NDVI, SAVI, RVI, GNDVI, NDWI, NDWI2, GEMI, DVI, TVI, RVI, MSAVI, WDVI. The algorithms used to develop machine learning were: Random Forest (RF), k-Nearest Neighbors (K-NN), Naive Bayes (NB) and Support Vector Machine (SVM). RF proves to be the most appropriate for data validation, with 85% global accuracy, followed by SVM, with 71%, K-NN with 64% and NB with 35%. The indices with the best performance to point the species were NDWI and SAVI. 
在管理森林资源的过程中,寻求使数据收集成为可能的替代办法。其中一种选择是光谱辐射测量法,它包括测量光谱响应,将目标的响应与电磁波谱上的入射辐射相关联,并使用机器学习和预先选择的模型,使识别成为可能。鉴于上述情况,本研究旨在利用机器学习算法根据反射率数据中的植被指数对物种进行分类。这项研究是由圣玛丽亚联邦大学开展的,研究对象包括榕树、叶缘Inga、黄毛Handroanthus chrysotrichus、Psidium catleanum、Salix humboldtiana、Corymbia citriodora和Myrcianthes pungens,并使用连接到rs - 3zc3积分球的FieldSpec®3光谱辐射仪获取叶片的光谱读数。波长范围为350 ƞm ~ 2500 ƞm,光谱分辨率为1 ƞm。利用R Studio软件计算植被指数为:NDVI、SAVI、RVI、GNDVI、NDWI、NDWI2、GEMI、DVI、TVI、RVI、MSAVI、WDVI。用于开发机器学习的算法有:随机森林(RF)、k近邻(K-NN)、朴素贝叶斯(NB)和支持向量机(SVM)。RF被证明是最适合数据验证的方法,其全球准确率为85%,其次是SVM,为71%,K-NN为64%,NB为35%。NDWI和SAVI是对物种表现最好的指标。
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Anuario do Instituto de Geociencias
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