Diffuse reflectance spectroscopy based rapid coal rank estimation: A machine learning enabled framework

N Begum, A Maiti, D Chakravarty, BS Das - Spectrochimica Acta Part A …, 2021 - Elsevier
This research aims at studying the ability of using diffuse reflectance spectroscopy (DRS) for
discriminating or classifying coal samples into different ranks. Spectral characteristics such …

Intra-annual variation in microclimatic conditions in relation to vegetation type and structure in two tropical dry forests undergoing secondary succession

NB Schwartz, D Medvigy, J Tijerin… - Forest Ecology and …, 2022 - Elsevier
Microclimate acts as a strong filter on species performance in restored and regenerating
forests, particularly in seasonally dry tropical forests (SDTF). Yet few studies have measured …

The relationship between epixylic bryophyte communities and microclimate

M Táborská, B Kovács, C Németh… - Journal of Vegetation …, 2020 - Wiley Online Library
Aim Dead wood‐inhabiting bryophyte communities are formed by several important factors.
Besides the amount, quality and continuity of the substrate, there are also external factors …

Effects of Class Imbalance and Data Scarcity on the Performance of Binary Classification Machine Learning Models Developed Based on ToxCast/Tox21 Assay Data

C Kim, J Jeong, J Choi - Chemical Research in Toxicology, 2022 - ACS Publications
The development of toxicity classification models using the ToxCast database has been
extensively studied. Machine learning approaches are effective in identifying the bioactivity …

Effects of litter and root manipulations on soil carbon and nitrogen in a Schrenk's spruce (Picea schrenkiana) forest

H Zhu, L Gong, Z Ding, Y Li - PLoS One, 2021 - journals.plos.org
Plant detritus represents the major source of soil carbon (C) and nitrogen (N), and changes
in its quantity can influence below-ground biogeochemical processes in forests. However …

[PDF][PDF] A Comparative Study of Machine Learning Models for Predicting Length of Stay in Hospitals.

RN Mekhaldi, P Caulier, S Chaabane, A Chraibi… - J. Inf. Sci …, 2021 - researchgate.net
The growth in the population worldwide in recent years, results in health-care institutions
lacking resources. Healthcare institutions, academics, and companies in different areas …

[HTML][HTML] Small oases below the canopy: The cooling effects of water-filled tree holes on the local microclimate in oak-dominated stands

B Kovács, C Németh, R Aszalós, K Veres - Agricultural and Forest …, 2024 - Elsevier
The relevance of forests in mitigating biodiversity loss and the negative effects of climate
change on the biota is largely shaped by below-canopy microclimatic conditions, which are …

Correlation-based modified long short-term memory network approach for software defect prediction

SK Pemmada, HS Behera, J Nayak, B Naik - Evolving Systems, 2022 - Springer
Developing software applications has become more perplexing nowadays due to the huge
usage of software applications. Under such circumstances, developing software without …

Functional plasticity of carabids can presume better the changes in community composition than taxon‐based descriptors

Z Elek, J Růžičková, P Ódor - Ecological Applications, 2022 - Wiley Online Library
Although the functional trait approach can facilitate the understanding of mechanisms that
underline community responses to habitat alteration, only a few studies used this way on …

Resilience of spider communities affected by a range of silvicultural treatments in a temperate deciduous forest stand

F Samu, Z Elek, B Kovács, D Fülöp, E Botos… - Scientific Reports, 2021 - nature.com
To secure the ecosystem services forests provide, it is important to understand how different
management practices impact various components of these ecosystems. We aimed to …