Entropy-based early detection of critical transitions in spatial vegetation fields

G Tirabassi, C Masoller - Proceedings of the National …, 2023 - National Acad Sciences
In semiarid regions, vegetated ecosystems can display abrupt and unexpected changes, ie,
transitions to different states, due to drifting or time-varying parameters, with severe …

Recurrence plots-based network attack classification using CNN-autoencoders

G D'Angelo, E Farsimadan, F Palmieri - International Conference on …, 2023 - Springer
The advent of the Internet of Things, with the consequent changes in network architectures
and communication dynamics, has affected the security market by introducing further …

[HTML][HTML] Optimization of soil background removal to improve the prediction of wheat traits with UAV imagery

AF Almeida-Ñauñay, AM Tarquis… - … and Electronics in …, 2023 - Elsevier
Grain yield and quality assessment based on remote sensing throughout the growth cycle
may contribute to achieve efficient and sustainable wheat production. A trial was conducted …

[HTML][HTML] Drought impact on cropland use monitored with AVIRIS imagery in Central Valley, California

JL Pancorbo, M Quemada, DA Roberts - Science of The Total Environment, 2023 - Elsevier
During 2012–2016 California experienced the longest and most severe drought in the last
centuries. This water scarcity led to an increase in non-cultivated croplands during this …

Machinability Measurements in Milling and Recurrence Analysis of Thin-Walled Elements Made of Polymer Composites

K Ciecieląg - Materials, 2023 - mdpi.com
The milling of polymer composites is a process that ensures dimensional and shape
accuracy and appropriate surface quality. The shaping of thin-walled elements is a …

Assessment of drought indexes on different time scales: A case in semiarid mediterranean grasslands

AF Almeida-Ñauñay, M Villeta, M Quemada… - Remote Sensing, 2022 - mdpi.com
Drought is a significant challenge to semiarid Mediterranean grasslands, Increasing the
accuracy of monitoring allows improving the conservation and management of these vital …

Recurrence network and recurrence plot: A novel data analytic approach to molecular dynamics in thermal lensing

S Sankararaman - Journal of Molecular Liquids, 2022 - Elsevier
Unwrapping thermal-induced molecular dynamics has always been a fascinating area of
research in fluid dynamics. The paper is the first report on the development of recurrence …

A novel framework for improving soil organic matter prediction accuracy in cropland by integrating soil, vegetation and human activity information

J Wang, C Feng, B Hu, S Chen, Y Hong… - Science of The Total …, 2023 - Elsevier
Remote sensing is an important tool for monitoring soil information. However, accurate
spatial modeling of soil organic matter (SOM) in areas with high vegetation coverage …

Introducing Mplots: scaling time series recurrence plots to massive datasets

M Shahcheraghi, R Mercer, JMA Rodrigues, A Der… - Journal of Big Data, 2024 - Springer
Time series similarity matrices (informally, recurrence plots or dot-plots), are useful tools for
time series data mining. They can be used to guide data exploration, and various useful …

Recurrence Dynamic Modeling of Metropolitan Cellular Network Traffic

Y Li, Y Wang, M Hao, X Sun - Arabian Journal for Science and Engineering, 2024 - Springer
Cellular network traffic analysis is evolving as a pivotal means for detecting anomalous
behavior and assisting accurate prediction, which are indispensable for the advancement of …