High-Resolution Mapping of Litter and Duff Fuel Loads Using Multispectral Data and Random Forest Modeling by Álvaro Agustín Chávez-Durán, Miguel Olvera-Vargas, Inmaculada Aguado, Blanca Lorena Figueroa-Rangel, Ramón Trucíos-Caciano, Ernesto Alonso Rubio-Camacho, Jaqueline Xelhuantzi-Carmona, Mariano García

“…The spatial distribution of the litter and duff fuel loads was coherent with the structure of the vegetation, despite the high complexity of the study area. Our modeling approach allows us to estimate the continuous high-resolution spatial distribution of litter and duff fuel loads, aligned with their ecological context, which dictates their dynamics and spatial variability. …”
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Graded Linearity of Stanley–Reisner Ring of Broken Circuit Complexes by Mohammad Reza-Rahmati, Gerardo Flores

“…For modules minimally generated by a regular sequence in a maximal ideal of A, we show that graded linear quotients imply graded linear resolution property for the colon ideals. On the other hand, we provide specific characterizations of graded linear resolution property for the Stanley–Reisner ring of broken circuit complexes and generalize the results of Van Le and Römer, related to the decomposition of matroids into the direct sum of uniform matroids. …”
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Mixed multi-branch feature fusion model for efficient automatic building extraction from high-resolution remote sensing images by Yaohui Liu, Shuzhe Zhang, Xinkai Wang, Taoyi Chen, Hu Jiang, Fei Su

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Filtering airborne LiDAR data based on multi-view window and multi-resolution hierarchical cloth simulation by Shangshu Cai, Yong Pang, Sisi Yu, Xiangguo Lin, Xinlian Liang

“…However, existing algorithms remain tremendously challenging in complex environments, e.g. steep hillsides, ridges, valleys, discontinuities, and numerous objects. …”
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Stepwise order in protein complex assembly: approaches and emerging themes by Michael T. Brown, Michael A. McMurray

“…An explosion of high-resolution structures of multiprotein complexes has improved our understanding of what these machines look like and how they work, but we still know relatively little about how they assemble in living cells. …”
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Experimental and Clinicolaboratory Evaluation of Complex Therapy Efficacy in Arboviral Infections by M. G. Romatsov, Kh. M. Galimzyanov, O. M. Lokteva, A. L. Kovalenko, A. V. Stepanov

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Deep learning-based high-resolution time inference for deciphering dynamic gene regulation from fixed embryos by Huihan Bao, Shihe Zhang, Zhiyang Yu, Heng Xu

“…Our method provides a versatile framework for deciphering complex gene network dynamics in genetically unmodified organisms.…”
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Structure of the turnover-ready state of an ancestral respiratory complex I by Bozhidar S. Ivanov, Hannah R. Bridges, Owen D. Jarman, Judy Hirst

“…Here, we present the 2.3-Å resolution structure of complex I from the α-proteobacterium Paracoccus denitrificans, a close relative of the mitochondrial progenitor, in phospholipid-bilayer nanodiscs. …”
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Reconstruction of complex lesions of the lower limbs with reverse fasciocutaneous flaps by Rafael Anlicoara, Flávio Augusto Melo de Arruda Barbosa, Jairo Zacché de Sá, Antonio Carlos Corte Real Braga, Guilherme Torreão de Sá

“…INTRODUCTION: Complex lesions on the lower limbs have always been challenging because of their difficult resolution. …”
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CoNO: Complex neural operator for continous dynamical physical systems by Karn Tiwari, N. M. Anoop Krishnan, Prathosh A. P.

“…Here, we introduce a Complex Neural Operator (CoNO) that parameterizes the integral kernel using fractional Fourier transform, better representing non-stationary signals in a complex-valued domain. …”
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City-scale high-resolution flood models and the role of topographic data: a case study of Kathmandu, Nepal by C. Scott Watson, Januka Gyawali, Maggie Creed, John R. Elliott

“…However, open-access global digital elevation models (DEMs) are dated and limited to 30 m resolution, which hinders modelling efforts in urban or topographically complex environments. …”
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Reduced VNS settings paradoxically decreases seizure burden in a patient following resolution of sleep disordered breathing by Austin Sponaugle, Rebecca S. Stainman, Christopher M. Carosella

“…The patient’s VNS output current was then down titrated during a subsequent PSG resulting in resolution of her VaS. Interestingly, despite downward titration of her nighttime VNS output current, the patient demonstrated a prolonged seizure free period, highlighting the complex interactions between VNS, VaS and seizure frequency. …”
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Reduced Cortical Complexity in Cirrhotic Patients with Minimal Hepatic Encephalopathy by Qiu-Feng Chen, Xiao-Hong Zhang, Tian-Xiu Zou, Nao-Xin Huang, Hua-Jun Chen

“…Fractal dimension (FD), another morphological parameter, has been widely used to describe structural complexity alterations in neurological or psychiatric disease. …”
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Bioclimatic indicators dataset for the orographically complex Canary Islands archipelago by Paula Sosa-Guillén, Albano González, Juan C. Pérez, Francisco J. Expósito, Juan P. Díaz

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Building Footprint Extraction from High Resolution Aerial Images Using Generative Adversarial Network (GAN) Architecture by Arnick Abdollahi, Biswajeet Pradhan, Shilpa Gite, Abdullah Alamri

“…In the generative model, we utilized SegNet model with Bi-directional Convolutional LSTM (BConvLSTM) to generate the segmentation map from Massachusetts building dataset containing high-resolution aerial imagery. BConvLSTM combines encoded features (containing of more local information) and decoded features (containing of more semantic information) to improve the performance of the model even with the presence of complex backgrounds and barriers. …”
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Reviewing the complexity of endogenous technological learning for energy system modeling by Johannes Behrens, Elisabeth Zeyen, Maximilian Hoffmann, Detlef Stolten, Jann M. Weinand

“…We propose a more integrated approach to handle computational complexity when integrating technological learning, that aims to preserve the model's feasibility. …”
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Quantitative Resolution of Phosphorus Sources in an Agricultural Watershed of Southern China: Application of Phosphate Oxygen Isotopes and Multiple Models by Dengchao Wang, Jingwei Tan, Xinhua Gao, Shanbao Liu, Caole Li, Linghui Zeng, Yizhe Wang, Fan Wang, Qiuying Zhang, Gang Chen

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Possibilities of High Resolution Inductively Coupled Plasma Optical Emission Spectrometry in the Determination of Trace Elements in Environmental Materials by Nikolaya Velitchkova, Olga Veleva, Serafim Velichkov, Nonka Daskalova

“…This paper presents new quantitative data for the spectral interferences obtained by high resolution 40.68 MHz radial viewing inductively coupled plasma optical emission spectrometry (HR-ICP-OES) in the determination of Zn, Cd, Sb, Cu, Mn, Pb, Sn, Cr, U, and Ba in environmental materials in the presence of a complex matrix, containing Al, Ca, Fe, Mg, and Ti. …”
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The Sloping Mire Soil-Landscape of Southern Ecuador: Influence of Predictor Resolution and Model Tuning on Random Forest Predictions by Mareike Ließ, Martin Hitziger, Bernd Huwe

“…Terrain smoothing from 10 to 30 m raster resolution was applied in order to obtain the best possible model. …”
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Syndesmotic Loose Bodies in Complex Ankle Fractures: Classification System by Hernán E Coria, Daniela Blanco, Héctor J Masaragian, Luciano Mizdraji, Fernando D Perin, Leonel Rega, Mauricio Rodriguez Acuña, Johann Veizaga Velasco

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