Search Results - "Furlanetto, Renato Herrig"

High resolution leaf spectral signature as a tool for foliar pigment estimation displaying potential for species differentiation by Falcioni, Renan, Moriwaki, Thaise, Pattaro, Mariana, Herrig Furlanetto, Renato, Nanni, Marcos Rafael, Camargos Antunes, Werner

“…•Monocotyledon and Dicotyledon plants presenting pigment content variations were assessed.•High resolution optical leaf signature and anatomical data were…”
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Identification and classification of Asian soybean rust using leaf-based hyperspectral reflectance by Furlanetto, Renato Herrig, Nanni, Marcos Rafael, Mizuno, Monica Sayuri, Crusiol, Luís Guilherme Teixeira, da Silva, Camila Rocco

“…Asian soybean rust (Phakopsora pachyrhizi) is the most severe disease in soybean crops production. The early detection of the disease by traditional methods…”
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UAV-based thermal imaging in the assessment of water status of soybean plants by Crusiol, Luís Guilherme Teixeira, Nanni, Marcos Rafael, Furlanetto, Renato Herrig, Sibaldelli, Rubson Natal Ribeiro, Cezar, Everson, Mertz-Henning, Liliane Marcia, Nepomuceno, Alexandre Lima, Neumaier, Norman, Farias, José Renato Bouças

“…Soybean production both in Brazil and globally has regularly been threatened by drought periods. The use of infrared thermography to evaluate the canopy's…”
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Identification and quantification of potassium (K+) deficiency in maize plants using an unmanned aerial vehicle and visible / near-infrared semi-professional digital camera by Furlanetto, Renato Herrig, Rafael Nanni, Marco, Guilherme Teixeira Crusiol, Luís, Silva, Guilherme Fernando Capristo, Junior, Adilson de Oliveira, Sibaldelli, Rubson Natal Ribeiro

“…Brazil is one of the largest producers of maize worldwide. However, this production is threatened due to low soil fertility, especially low levels of potassium…”
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Rapid quantification of alkaloids, sugar and yield of tobacco (Nicotiana tabacum L.) varieties by using Vis–NIR–SWIR spectroradiometry by Rodrigues, Marlon, Berti de Oliveira, Roney, Leboso Alemparte Abrantes dos Santos, Glaucio, Mayara de Oliveira, Karym, Silveira Reis, Amanda, Herrig Furlanetto, Renato, Antônio Yanes Bernardo Júnior, Luiz, Silva Coelho, Fabrício, Rafael Nanni, Marcos

“…[Display omitted] •Tobacco varieties show diversity in their spectral signature.•Quality attributes and tobacco yield can be quantified by Vis-NIR-SWIR…”
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Hyperspectral Data for Early Identification and Classification of Potassium Deficiency in Soybean Plants (Glycine max (L.) Merrill) by Furlanetto, Renato Herrig, Crusiol, Luís Guilherme Teixeira, Nanni, Marcos Rafael, de Oliveira Junior, Adilson, Sibaldelli, Rubson Natal Ribeiro

“…Identifying potassium (K+) deficiency in plants has traditionally been a difficult and expensive process. Traditional methods involve inspecting leaves for…”
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Assessing phosphorus nutritional status in maize plants using leaf-based hyperspectral measurements and multivariate analysis by de Oliveira, Karym Mayara, Furlanetto, Renato Herrig, Rodrigues, Marlon, dos Santos, Glaucio Leboso Alemparte Abrantes, Reis, Amanda Silveira, Teixeira Crusiol, Luís Guilherme, Rafael Nanni, Marcos, Cezar, Everson, de Oliveira, Roney Berti

“…Remote sensing techniques have the potential to monitor physiological and biochemical changes caused by nutritional stress in plants. However, few studies have…”
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Using leaf-based hyperspectral reflectance for genotype classification within a soybean germplasm collection assessed under different levels of water availability by Guilherme Teixeira Crusiol, Luís, Braga, Patricia, Rafael Nanni, Marcos, Furlanetto, Renato Herrig, Sibaldelli, Rubson Natal Ribeiro, Cezar, Everson, Sun, Liang, Foloni, José Salvador Simonetto, Mertz-Henning, Liliane Marcia, Lima Nepomuceno, Alexandre, Neumaier, Norman, Bouças Farias, José Renato

“…Because of the major international issue of intellectual property rights over seed technology, time-efficient methodologies that could characterize and monitor…”
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Rapid Determination of Soil Horizons and Suborders Based on VIS-NIR-SWIR Spectroscopy and Machine Learning Models by de Oliveira, Karym Mayara, Falcioni, Renan, Gonçalves, João Vitor Ferreira, de Oliveira, Caio Almeida, Mendonça, Weslei Augusto, Crusiol, Luís Guilherme Teixeira, de Oliveira, Roney Berti, Furlanetto, Renato Herrig, Reis, Amanda Silveira, Nanni, Marcos Rafael

“…In an effort to improve the efficiency of soil classification, traditional methods are being combined with analytical and computational techniques. This…”
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Simple, Fast and Efficient Methods for Analysing the Structural, Ultrastructural and Cellular Components of the Cell Wall by Falcioni, Renan, Moriwaki, Thaise, Furlanetto, Renato Herrig, Nanni, Marcos Rafael, Antunes, Werner Camargos

“…Plant cell walls are a fundamental component of plant biology and play an essential role in plant growth and development. The metabolic components of the cell…”
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Mapping Particle Size and Soil Organic Matter in Tropical Soil Based on Hyperspectral Imaging and Non-Imaging Sensors by Nanni, Marcos Rafael, Demattê, José Alexandre Melo, Rodrigues, Marlon, Santos, Glaucio Leboso Alemparte Abrantes dos, Reis, Amanda Silveira, Oliveira, Karym Mayara de, Cezar, Everson, Furlanetto, Renato Herrig, Crusiol, Luís Guilherme Teixeira, Sun, Liang

“…We evaluated the use of airborne hyperspectral imaging and non-imaging sensors in the Vis—NIR—SWIR spectral region to assess particle size and soil organic…”
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Predicting Particle Size and Soil Organic Carbon of Soil Profiles Using VIS-NIR-SWIR Hyperspectral Imaging and Machine Learning Models by Oliveira, Karym Mayara de, Gonçalves, João Vitor Ferreira, Furlanetto, Renato Herrig, Oliveira, Caio Almeida de, Mendonça, Weslei Augusto, Haubert, Daiane de Fatima da Silva, Crusiol, Luís Guilherme Teixeira, Falcioni, Renan, Oliveira, Roney Berti de, Reis, Amanda Silveira, Ecker, Arney Eduardo do Amaral, Nanni, Marcos Rafael

“…Modeling spectral reflectance data using machine learning algorithms presents a promising approach for estimating soil attributes. Nevertheless, a…”
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Classification of Soybean Genotypes Assessed Under Different Water Availability and at Different Phenological Stages Using Leaf-Based Hyperspectral Reflectance by Crusiol,  Luis Guilherme Teixeira, Nanni, Marcos Rafael, Furlanetto, Renato Herrig, Sibaldelli, Rubson Natal Ribeiro, Cezar, Everson, Sun, Liang, Foloni, José Salvador Simonetto, Mertz-Henning, Liliane Marcia, Nepomuceno, Alexandre Lima, Neumaier, Norman, Farias, José Renato Bouças

“…Monitoring of soybean genotypes is important because of intellectual property over seed technology, better management over seed genetics, and more efficient…”
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Yield Prediction in Soybean Crop Grown under Different Levels of Water Availability Using Reflectance Spectroscopy and Partial Least Squares Regression by Crusiol, Luís Guilherme Teixeira, Nanni, Marcos Rafael, Furlanetto, Renato Herrig, Sibaldelli, Rubson Natal Ribeiro, Cezar, Everson, Sun, Liang, Foloni, José Salvador Simonetto, Mertz-Henning, Liliane Marcia, Nepomuceno, Alexandre Lima, Neumaier, Norman, Farias, José Renato Bouças

“…Soybean grain yield has regularly been impaired by drought periods, and the future climatic scenarios for soybean production might drastically impact yields…”
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Spectral Method for Liming Recommendation in Oxisol Based on the Prediction of Chemical Characteristics Using Interval Partial Least Squares Regression by dos Santos, Glaucio Leboso Alemparte Abrantes, Besen, Marcos Renan, Furlanetto, Renato Herrig, Crusiol, Luís Guilherme Teixeira, Rodrigues, Marlon, Reis, Amanda Silveira, de Oliveira, Karym Mayara, Coneglian, Carolina Fedrigo, de Oliveira, Roney Berti, Batista, Marcelo Augusto, Nanni, Marcos Rafael

“…Thousands of chemical analyses are carried out annually with the aim of recommending soil correction; however, these analyses are expensive, destructive,…”
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Strategies for the Development of Spectral Models for Soil Organic Matter Estimation by Cezar, Everson, Nanni, Marcos Rafael, Crusiol, Luís Guilherme Teixeira, Sun, Liang, Chicati, Mônica Sacioto, Furlanetto, Renato Herrig, Rodrigues, Marlon, Sibaldelli, Rubson Natal Ribeiro, Silva, Guilherme Fernando Capristo, Oliveira, Karym Mayara de, Demattê, José A. M.

“…Visible (V), Near Infrared (NIR) and Short Waves Infrared (SWIR) spectroscopy has been indicated as a promising tool in soil studies, especially in the last…”
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Nutrient deficiency lowers photochemical and carboxylation efficiency in tobacco by Falcioni, Renan, Moriwaki, Thaise, Rodrigues, Marlon, de Oliveira, Karym Mayara, Furlanetto, Renato Herrig, dos Reis, Amanda Silveira, dos Santos, Glaucio Leboso Alemparte Abrantes, Mendonça, Weslei Augusto, Crusiol, Luis Guilherme Teixeira, Gonçalves, João Vitor Ferreira, Chicati, Marcelo Luiz, de Oliveira, Roney Berti, Nanni, Marcos Rafael, Antunes, Werner Camargos

“…Nutritional deficiency in plants triggers significant economic losses for important crops. As a direct consequence, it broadly affects plant growth, and…”
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Chemometric Analysis for the Prediction of Biochemical Compounds in Leaves Using UV-VIS-NIR-SWIR Hyperspectroscopy by Falcioni, Renan, Gonçalves, João Vitor Ferreira, de Oliveira, Karym Mayara, de Oliveira, Caio Almeida, Reis, Amanda Silveira, Crusiol, Luis Guilherme Teixeira, Furlanetto, Renato Herrig, Antunes, Werner Camargos, Cezar, Everson, de Oliveira, Roney Berti, Chicati, Marcelo Luiz, Demattê, José Alexandre M., Nanni, Marcos Rafael

“…Reflectance hyperspectroscopy is recognised for its potential to elucidate biochemical changes, thereby enhancing the understanding of plant biochemistry. This…”
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A mobile application to identify poison ivy (Toxicodendron radicans) plants in real time using convolutional neural network by Furlanetto, Renato Herrig, Schumann, Arnold, Boyd, Nathan

“…Poison ivy ( Toxicodendron radicans ) is an important noxious plants in many countries around the world. Currently, the primary method used to identify this…”
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Mapeamento de áreas agrícolas na safra de verão a partir de imagens Landsat frente aos dados oficiais by Crusiol, Luís Guilherme Teixeira, Pereira Neto, Osvaldo Coelho, Nanni, Marcos Rafael, Gualberto, Anderson Antonio Da Silva, Furlanetto, Renato Herrig, Junior, Carlos Antonio Da Silva

“…O mapeamento das áreas agrícolas de uma determinada região é de fundamental importância, uma vez que se pode conhecer as condições das lavouras e inferir sobre…”
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