Search Results - "Paoletti, E."

Impact of ozone on Mediterranean forests: A review by Paoletti, E.

“…Ozone impact on Mediterranean forests remains largely under-investigated, despite strong photochemical activity and harmful effects on crops. As representative…”
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Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification by Paoletti, Mercedes E., Haut, Juan Mario, Fernandez-Beltran, Ruben, Plaza, Javier, Plaza, Antonio J., Pla, Filiberto

“…Convolutional neural networks (CNNs) exhibit good performance in image processing tasks, pointing themselves as the current state-of-the-art of deep learning…”
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Capsule Networks for Hyperspectral Image Classification by Paoletti, Mercedes E., Haut, Juan Mario, Fernandez-Beltran, Ruben, Plaza, Javier, Plaza, Antonio, Li, Jun, Pla, Filiberto

“…Convolutional neural networks (CNNs) have recently exhibited an excellent performance in hyperspectral image classification tasks. However, the straightforward…”
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A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution by Haut, Juan Mario, Fernandez-Beltran, Ruben, Paoletti, Mercedes E., Plaza, Javier, Plaza, Antonio, Pla, Filiberto

“…Super-resolution (SR) brings an excellent opportunity to improve a wide range of different remote sensing applications. SR techniques are concerned about…”
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Morphological Convolutional Neural Networks for Hyperspectral Image Classification by Roy, Swalpa, Mondal, Ranjan, Paoletti, Mercedes E., Haut, Juan M., Plaza, Antonio

“…Convolutional neural networks (CNNs) have become quite popular for solving many different tasks in remote sensing data processing. The convolution is a linear…”
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Simultaneous measurements of above and below canopy ozone fluxes help partitioning ozone deposition between its various sinks in a Mediterranean Oak Forest by Fares, S., Savi, F., Muller, J., Matteucci, G., Paoletti, E.

“…•Water vapour and ozone fluxes were measured above and below a canopy of Holm Oak.•We modelled ozone deposition to soil, stomata, and cuticles.•Stomata…”
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Toward stomatal–flux based forest protection against ozone: The MOTTLES approach by Paoletti, E., Alivernini, A., Anav, A., Badea, O., Carrari, E., Chivulescu, S., Conte, A., Ciriani, M.L., Dalstein-Richier, L., De Marco, A., Fares, S., Fasano, G., Giovannelli, A., Lazzara, M., Leca, S., Materassi, A., Moretti, V., Pitar, D., Popa, I., Sabatini, F., Salvati, L., Sicard, P., Sorgi, T., Hoshika, Y.

“…European standards for the protection of forests from ozone (O3) are based on atmospheric exposure (AOT40) that is not always representative of O3 effects…”
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BVOC responses to realistic nitrogen fertilization and ozone exposure in silver birch by Carriero, G., Brunetti, C., Fares, S., Hayes, F., Hoshika, Y., Mills, G., Tattini, M., Paoletti, E.

“…Emission of BVOC (Biogenic Volatile Organic Compounds) from plant leaves in response to ozone exposure (O3) and nitrogen (N) fertilization is poorly…”
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Metrics of ozone risk assessment for Southern European forests: Canopy moisture content as a potential plant response indicator by De Marco, A., Sicard, P., Vitale, M., Carriero, G., Renou, C., Paoletti, E.

“…Present standards for protecting ecosystems from ozone (O3), such as AOT40, use atmospheric concentrations. A stomatal flux-based approach (Phytotoxic O3 Dose,…”
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Adaptable Convolutional Network for Hyperspectral Image Classification by Paoletti, Mercedes E., Haut, Juan M.

“…Nowadays, a large number of remote sensing instruments are providing a massive amount of data within the frame of different Earth Observation missions. These…”
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A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification by Paoletti, Mercedes E., Haut, Juan M., Tao, Xuanwen, Miguel, Javier Plaza, Plaza, Antonio

“…The storage and processing of remotely sensed hyperspectral images (HSIs) is facing important challenges due to the computational requirements involved in the…”
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Cloud-Based Analysis of Large-Scale Hyperspectral Imagery for Oil Spill Detection by Haut, J. M., Moreno-Alvarez, S., Pastor-Vargas, R., Perez-Garcia, A., Paoletti, M. E.

“…Spectral indices are of fundamental importance in providing insights into the distinctive characteristics of oil spills, constituting them indispensable tools…”
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Exploring new strategies for ozone-risk assessment: A dynamic-threshold case study by Conte, A., Otu-Larbi, F., Alivernini, A., Hoshika, Y., Paoletti, E., Ashworth, K., Fares, S.

“…Tropospheric ozone is a dangerous atmospheric pollutant for forest ecosystems when it penetrates stomata. Thresholds for ozone-risk assessment are based on…”
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Ozone-induced stomatal sluggishness changes stomatal parameters of Jarvis-type model in white birch and deciduous oak by Hoshika, Y, Watanabe, M, Carrari, E, Paoletti, E, Koike, T

“…Stomatal ozone flux is closely related to ozone injury to plants. Jarvis-type multiplicative model has been recommended for estimating stomatal ozone flux in…”
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Chronic ozone exposure preferentially modifies root rather than foliar metabolism of date palm (Phoenix dactylifera) saplings by Arab, L., Hoshika, Y., Müller, H., Cotrozzi, L., Nali, C., Tonelli, M., Ache, P., Paoletti, E., Alfarraj, S., Albasher, G., Hedrich, R., Rennenberg, H.

“…In their natural environment, date palms are exposed to chronic atmospheric ozone (O3) concentrations from local and remote sources. In order to elucidate the…”
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The μ-RWELL for future HEP challenges by Bencivenni, G., De Lucia, E., Oliveira, R. de, Meco, E. Di, Felici, G., Gatta, M., Giovannetti, M., Morello, G., Paoletti, E., Papalino, G., Pinamonti, M., Pinamonti, R., Lener, M. Poli, Sidoretti, E., Tesauro, R.

“…The challenges posed by the forthcoming High-Energy Physics experiments require advanced particle detection technologies that are industrially scalable. The…”
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A New Deep Convolutional Network for Effective Hyperspectral Unmixing by Tao, Xuanwen, Paoletti, Mercedes E., Han, Lirong, Wu, Zhaoyue, Ren, Peng, Plaza, Javier, Plaza, Antonio, Haut, Juan M.

“…Hyperspectral unmixing extracts pure spectral constituents (endmembers) and their corresponding abundance fractions from remotely sensed scenes. Most…”
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Promoting the O3 flux concept for European forest trees by Matyssek, R, Bytnerowicz, A, Karlsson, P.E, Paoletti, E, Sanz, M, Schaub, M, Wieser, G

“…Tropospheric ozone (O3) levels are predicted to stay high, being a factor within "global change" with potential effects on the carbon sink strength of forest…”
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UV-B and Mediterranean forest species: Direct effects and ecological consequences by Paoletti, E.

“…Experimental results from plants receiving elevated doses of UV-B radiation generally show that Mediterranean forest species are well protected against…”
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Deep Dense Convolutional Neural Network for Hyperspectral Image Classification by Mercedes E. Paoletti, Juan M. Haut, Javier Plaza, Antonio Plaza

“…Deep neural networks (DNNs) have emerged as a relevant tool for the classification of remotely sensed hyperspectral images (HSIs), with convolutional neural…”
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