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High-throughput phenotyping of two plant-size traits of Eucalyptus species using neural networks

Journal of Forestry Research 2022年第2期33卷 591-599页

作者： Marcus Vinicius Vieira Borges Janielle de Oliveira Garcia Tays Silva Batista Alexsandra Nogueira Martins Silva Fabio Henrique Rojo Baio Carlos Antônio da Silva Junior Gileno Brito de Azevedo Glauce Taís de Oliveira Sousa Azevedo Larissa Pereira Ribeiro Teodoro Paulo Eduardo Teodoro Federal University of mato grosso Do Sul(UFMS) Chapadão Do SulMato Grosso Do Sul 79560000Brazil department of Geography State University of Mato Grosso(UNEMAT)SinopMato Grosso 78555000Brazil

In forest modeling to estimate the volume of wood,artificial intelligence has been shown to be quite effi-cient,especially using artificial neural networks(ANNs).Here we tested whether diameter at breast height(DBH)and the total plant height(Ht)of eucalyptus can be pre-dicted at the stand level using spectral bands measured by an unmanned aerial vehicle(UAV)multispectral sensor and vegetation *** do so,using the data obtained by the UAV as input variables,we tested different configurations(number of hidden layers and number of neurons in each layer)of ANNs for predicting DBH and Ht at stand level for different Eucalyptus *** experimental design was randomized blocks with four replicates,with 20 trees in each experimental *** treatments comprised five Eucalyptus species(***,***,***,***-dis,and ***)and Corymbria *** and Ht for each plot at the stand level were measured seven times in separate overflights by the UAV,so that the multispectral sensor could obtain spectral bands to calculate vegetation indices(VIs).ANNs were then constructed using spectral bands and VIs as input layers,in addition to the categorical variable (species), to predict DBH and Ht at the stand level simultaneously. This report represents one of the first appli-cations of high-throughput phenotyping for plant size traits in Eucalyptus species. In general, ANNs containing three hidden layers gave better statistical performance (higher esti-mated r, lower estimated root mean squared error-RMSE) due to their greater capacity for self-learning. Among these ANNs, the best contained eight neurons in the first layer, seven in the second, and five in the third (8 − 7 − 5). The results reported here reveal the potential of using the gener-ated models to perform accurate forest inventories based on spectral bands and VIs obtained with a UAV multispectral sensor and ANNs, reducing labor and time.

关键词： Computational intelligence Diameter at breast height Forest inventory Remote sensing Vegetation indices

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19-year remotely sensed data in the forecast of spectral models of the environment

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International Journal of Digital Earth 2021年第8期14卷 1040-1066页

作者： Fernando Saragosa Rossi Carlos Antonio da Silva Junior JoséFrancisco de Oliveira-Júnior Paulo Eduardo Teodoro Luciano Shozo Shiratsuchi Mendelson Lima Larissa Pereira Ribeiro Teodoro Auana Vicente Tiago Guilherme Fernando Capristo-Silva state University of mato grosso(UNEMAT) Alta FlorestaMato GrossoBrazil department of Geography State University of Mato Grosso(UNEMAT)SinopMato GrossoBrazil cFederal University of Alagoas(UFAL) MaceióAlagoasBrazil dFederal University of mato grosso do Sul(UFMS) Chapadão do SulMato Grosso do SulBrazil eAgCenter School of PlantEnvironmentaland Soil SciencesLouisiana State University(LSU)Baton RougeLouisianaUSA fPostgraduate Program in Agronomy Federal University of Mato Grosso(UFMT)SinopMato GrossoBrazil

The aims of this study were:i)to compare no-till areas in two municipalities located in different regions of Brazil,along with the influence on CO_(2)Flux and GPP,and ii)to verify the difference between environmental factors followed by the trends of these variables regarding future scenarios(ARIMA time-series model number).The study was carried out in two areas with different latitudes in the municipalities of Sinop-MT and Passo Fundo-RS,both in Brazil.A time series of 19 years was performed with data acquired by remote sensing from the following satellites:i)Landsat-8(OLI and TIRS),and ii)TERRA/AQUA(MODIS).The results propound that the spectro-temporal variables are directly influenced by soil management and agricultural practices over the observation time,with a satisfactory correlation in future predictions of the variables for the next ten years,in which presented that the variation of GPP and albedo values for the two study sites would gradually increase until 2028 and the temperature remained constant between the range of its seasonality,and CO_(2)Flux tends to decrease in its seasonality,indicating a higher CO_(2) absorption.

关键词： ARIMA numerical modeling remote sensing orbital products tillage

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Equilibrium, thermodynamic, and kinetic of Cr(VI) adsorption using a modified and unmodified bentonite clay

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International Journal of Mining Science and Technology 2014年第4期24卷 525-535页

作者： D.J.L. Guerra I. Mello L.R. Freitas R. Resende R.A.R. Silva department of Mineral Resources University Federal of Mato Grosso DRM-UFMT Mato Grosso 78060900 Brazil

The capacities of natural and modified Brazilian bentonite samples as adsorbents to remove hexavalent metal chromium were investigated under several conditions in batch and column methods. The raw material, Ca-bentonite, was modified by anchorament of 3-aminopropyltrietoxisilane （APS） and 3,2- aminoethylaminopropyltrimetoxisilane （AEAPS） in the surface of bentonite sample： This type of new occurrence of bentonite is suitable as a raw material for adsorption process. Adsorption behavior of three bentonite types was strongly depending on pH of adsorbate solution, contact time adsorbent/adsorbate, and initial concentration of Cr（VI）. The results were confirmed by column method and reveals that the adsorption process of materials accorded by the Redlich-Peterson, Sips, Dubinin-Radushkevich, and tang- muir isotherm models. The exothermic entbalpic values reflected a favorable energetic process for chro- mium ions anchored in the material surfaces. The negative Gibbs free energy results supported the spontaneity of three adsorption reactions with Cr（VI） ions.

关键词： Bentonite Organo-bentonite Chromium Equilibrium Kinetic Adsorption

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Main factors affecting lacertid lizard thermal ecology

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Integrative Zoology 2019年第3期14卷 293-305页

作者： Zaida ORTEGA Francisco Javier MARTÍN-VALLEJO Postgraduate Program in Ecology and Conservation Federal University of Mato Grosso do SulCampo GrandeMato Grosso do SulBrazil department of Statistics University of SalamancaSpain

The thermal ecology of ectotherms has been studied for almost 2 centuries,but additional attention is currently being paid to it,to understand how organisms deal with the environment in a climate change context.A consensus is still far away due to the large number of factors involved and their complex *** this context,3 analyses in lacertid lizards were carried out:(i)a meta-analysis,to test for differences between body and air temperatures from 71 populations;(ii)a meta-analysis concerning correlations between body and air temperatures from 60 populations;and(iii)a multimodel inference of thermoregulation effectiveness indices from 45 *** importance of different factors,including body size,habitat,insularity,altitude,climate and season,was evaluated in all analyses to model the response variables.A strong seasonality effect was observed,with a consistent pattern of less effective thermoregulation in summer compared to other *** was the second most important factor,with a consistent higher thermoregulation effort in populations occurring at high elevations(>1000 m above sea level).Other factors,such as insularity or body size,can also be important,but did not exhibit a clear ***,thermoregulation was less affected by climate and habitat type.

关键词： lizards meta-analysis seasonality temperature thermoregulation

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Fire dynamics in mato grosso state,Brazil:the relative roles of gross primary productivity

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Big Earth Data 2020年第1期4卷 23-44页

作者： Fernando Saragosa Rossi Gustavo Andrede Araujo Santos state University of mato grosso(UNEMAT) Mato GrossoSinopBrazil department of Exact Sciences São Paulo State University(FCAV–UNESP)Via de Acesso Prof.Paulo Donato Castellane s/n14884-900 JaboticabalSão PauloBrazil

The fires and biomass burning are responsible for affect ecosystem processes in a wide range of biomes at regional and global *** Brazil,the state of mato grosso is one of the most affected by the occurrence of forest ***,this study aims to quantify the longterm changes in the temporal and spatial patterns of fire occurrence and their effect on gross primary productivity(GPP)in the state of mato grosso,Brazil,considering the biomes that compose *** images used in the study were acquired by satellite Terra and Aqua combined in the product MCD64A1.006,a monthly resolution of 500m by the Moderate Resolution Imaging Spectroradiometer(MODIS)sensor,during the period from 01/10/2000 to 12/31/*** MOD17A2 product derived from the MODIS sensor provides the accumulated value of *** points without the presence of burning presented higher values of GPP for all studied *** some points with the presence of burning the GPP even decreased by 44.20%,30.04%and 55.78%for Amazonia,Cerrado,and Pantanal,*** to the results presented here,it is concluded that the burnings negatively impact gross primary production in the biomes of the state of mato grosso,Brazil and the dynamics of the burns do not keep up with the intensity of drought *** use of cluster analysis techniques,such as principal component analysis(PCA),is an alternative to bigdata analysis when the objective is to evaluate the presence of forest burning in more than one biome.

关键词： Carbon cycle remote sensing Amazon Cerrado Pantanal

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Effects of meal size and proximal-distal segmentation on gastric activity

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World Journal of Gastroenterology 2010年第46期16卷 5861-5868页

作者： Madileine F Américo Marjorie V Ietsugu Fernando G Romeiro Luciana A Corá Ricardo B Oliveira José Ricardo A Miranda department of Physics and Biophysics IBBUNESP-Sao Paulo State University Institute of Biological Sciences and health ICBSUFMT-University of Mato Grosso department of Clinical Medicine FMBUNESP-Sao Paulo State University department of Clinical Medicine FMRPUSP-University of So Paulo UNCISAL-Alagoas state University of health Sciences

AIM:To evaluate the effects of meal size and three segmentations on intragastric distribution of the meal and gastric motility,by ***:Twelve healthy volunteers were randomly assessed,twice,by *** test meal consisted of 60 or 180 mL of yogurt labeled with 64 MBq 99m Tc-tin *** and posterior dynamic frames were simultaneously acquired for 18 min and all data were analyzed in *** proximal-distal segmentations using regions of interest were adopted for both ***:Intragastric distribution of the meal between the proximal and distal compartments was strongly influenced by the way in which the stomach was divided,showing greater proximal retention after the 180 *** important finding was that both dominant frequencies (1 and 3 cpm) were simultaneously recorded in the proximal and distal stomach;however,the power ratio of those dominant frequencies varied in agreement with the segmentation adopted and was independent of the meal ***:It was possible to simultaneously evaluate the static intragastric distribution and phasic contractility from the same recording using our scintigraphic approach.

关键词： Gastric motility Phasic contractions Proximal stomach Scintigraphy Meal size

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Saturated anisotropic hydraulic conductivity of a compacted lateritic soil

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Journal of Rock Mechanics and Geotechnical Engineering 2018年第5期10卷 986-991页

作者： Roberto Aguiar dos Santos Edmundo Rogerio Esquivel Varzea Grande Institute of Engineering Federal University of mato grosso Cuiaba Mato Grosso Brazil Sao Carlos School of Engineering University of Sao Paulo Sao Carlos Sao Paulo Brazil

This study focuses on the saturated anisotropic hydraulic conductivity of a compacted lateritic clayey sandy soil. The effects of the molding water content and the confining stress on the anisotropic hydraulic conductivity are investigated. The hydraulic conductivity is measured with a flexible-wall permeameter. Samples are dynamically compacted into the three compaction states of a standard Proctor compaction curve： the dry branch, optimum water content and wet branch. Depending on the molding water content and confining stress, the hydraulic conductivity may increase or decrease. In addition, the results indicate that, when the samples are compacted to the optimum water content, lower hydraulic conductivity is obtained, except at a confining stress equal to 50 kPa. The increase of the confining stress decreases the hydraulic conductivity for each of the evaluated compaction states. In the wet branch, horizontal hy- draulic conductivity is about 8 times higher than the vertical value. The anisotropic hydraulic conduc- tivities of the dry and wet branches decrease when the confining stress increases, and the opposite is observed in the optimum water content state.

关键词： Hydraulic conductivity Anisotropic behavior Lateritic soil Tropical soil Compacted soil

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Object-based image analysis supported by data mining to discriminate large areas of soybean

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International Journal of Digital Earth 2019年第3期12卷 270-292页

作者： Carlos Antonio da Silva Junior Marcos Rafael Nanni José Francisco de Oliveira-Júnior Everson Cezar Paulo Eduardo Teodoro Rafael Coll Delgado Luciano Shozo Shiratsuchi Muhammad Shakir Marcelo Luiz Chicati Geotechnology Applied in Agriculture and Forest(GAAF) State University of Mato Grosso(UNEMAT)Alta FlorestaMato GrossoBrazil department of Agronomy(DAG/PGA) State University of Maringá(UEM)MaringáParanáBrazil Institute of Atmospheric Sciences(ICAT) Federal University of Alagoas(UFAL)MaceióAlagoasBrazil Federal University of mato grosso do Sul(UFMS) Chapadão do SulMato Grosso do SulBrazil department of Environmental Sciences(DCA) Forestry Institute(IF)Federal Rural University of Rio de Janeiro(UFRRJ)SeropédicaRio de JaneiroBrazil AgCenter Louisiana State University(LSU)Baton RougeLAUSA Institute of Space Technology Islamabad Pakistan IslamabadPakistan

This research aimed to analyze the possibility to estimate and automatically map large areas of soybean cultivation through the use of MODIS(Moderate-Resolution Imaging Spectroradiometer)*** major techniques were used:GEOgraphic-Object-Based Image Analysis(GEOBIA)and Data Mining(DM).In order to obtain the images,the segmentation algorithm implemented by Definiens Developer was used.A decision tree(DT)was created from a training set previously ***-series of images from the MODIS sensor aboard the Terra satellite were acquired in order to represent the wide variation of the vegetation pattern along the soybean crop *** time-series data were used only for the CEI ***,to compare the results obtained from GEOBIA,the slicing technique was used at the CEI *** the training,the DT was applied to the vegetation indices generating the thematic map of the spatial distribution of *** accordance with the error matrix and kappa parameter analysis,tests for statistical significance were *** indicate that the classification achieved by Kappa coefficients is *** short,the obtained results proved that combining vegetation indices and time-series data using GEOBIA return promising results for mapping soybean plantation on a regional scale.

关键词： GEOBIA time-series vegetation indices MODIS vegetation dynamics

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Dietary glutamine,glutamic acid and nucleotide supplementation accelerate carbon turnover(δ^(13)C)on stomach of weaned piglets

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Animal Nutrition 2017年第3期3卷 225-231页

作者： Amanda D.Assoni Alessandro B.Amorim Mayra A.D.Saleh Marcos L.P.Tsea Dirlei A.Berto department of of Animal Production UNESP-Sao Paulo State UniversityLageado Experimental Form Institute of Agricultural Sciences and Technologies Federal University of Mato Grosso

The use of stable isotope analysis as a tool for characterization of carbon turnover(δ^(13)C) in piglet's tissues by tracing its feeding system has drawn attention. Thus, this study aimed at evaluating the influence of dietary glutamine, glutamic acid and nucleotides supplementation on carbon turnover in fundic-stomach region of weaned piglets at an average age of 21 days. The diets consisted of additive-free diet — control(C); 1% glutamine(G); 1% glutamic acid(GA) and 1% nucleotides(Nu). At weaning day(day 0: baseline), 3 piglets were slaughtered to quantify the δ^(13)C of stomach. The remaining 120 piglets were blocked by weight and sex, randomly assigned to pens with 3 piglets slaughtered per treatment at days 1,2,4, 5,7,9,13.20.27 and 49 after weaning in order to verify the fundic-stomach isotopic composition by *** were analyzed in terms of ^(13)C/^(12)C ratio by mass spectrometry and converted to relative isotopic enrichment values(δ^(13)C ‰) used to plot the first order exponential curves over time using OriginPro 8.0 software. The inclusion of glutamine, glutamate and nucleotides in piglet's diets has accelerated the carbon turnover in stomach during the post-weaning period, demonstrating also that glutamate has guaranteed fastest 13 C incorporation rate on fundic-stomach region and pH-lowering. Besides that, stable isotopes technique(δ^(13)C) has proved to be an important methodology to determine the time-scales at which piglets shift among diets with different isotopic values, characterizing the trophic effects of additives and the phenotypic flexibility of stomach.

关键词： Additives Biochemistry Isotopic dilution Mass spectrometry Nutrition Swine

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Surface runoff and soil erosion in a natural regeneration area of the Brazilian Cerrado

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International Soil and Water Conservation Research 2020年第2期8卷 124-130页

作者： Karina dos Santos Falcao Elói Panachuki Felipe das Neves Monteiro Roniedison da Silva Menezes Dulce B.B.Rodrigues Jullian Souza Sone Paulo Tarso S.Oliveira department of Agronomy State University of Mato Grosso do SulAgronomy DepartmentAquidauanaMS79200-000Brazil Federal University of mato grosso do Sul CxP 549Campo GrandeMS79070-900Brazil department of Hydraulics and Sanitation Sao Carlos School of EngineeringUniversity of Sao PauloCxP.359Sao CarlosSP13566-590Brazil

The Brazilian Cerrado has been converted to farmland,and there is little evidence that this expansion will decrease,mainly because agriculture is the country's main economic ***,the impacts of intense modification of land use and land cover on surface runoff and soil erosion are still poorly un-derstood in this ***,we assessed surface runoff and soil loss in a woodland Cerrado area under a former pasture area,which was abandoned and has undergone a natural regeneration process for 7 years(RC).Its results were compared with that found in an undisturbed area of woodland Cerrado(CE),40-month-old eucalyptus(3.0×1.8 m)(EU),and pasture under rotational grazing(PA).The study was conducted on Red Acrisol located in the Brazilian *** performed rainfall simulations on a plot of 0.7 m2 and using three constant rainfall intensities of 60,90,and 120 mm h-1 for 1 *** each rainfall intensity,we carried out four repetitions using different plots in each treatment,i.e.12 plots per treat-ment studied and 48 plots in *** noted that the soil physical properties were improved in RC and,consequently,water infiltration and soil erosion control;RC presented surface runoff and soil loss different from EU and PA(a=0.05).The macroporosity and soil bulk density affected surface runoff in RC and PA because the RC was used as pasture and is currently regenerating back to the cerrado *** the rainfall intensity increased,EU became more similar to PA,which showed the highest surface runoff and soil *** findings indicate that natural regeneration processes(pasture to the cerrado vegetation)tend to improve the soil ecosystem services,improving infiltration and reducing surface runoff and soil erosion.

关键词： Cerrado deforestation Forest regeneration Soil erosion

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