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  • Article
  • Open Access
4 Citations
2,206 Views
19 Pages

Canola Yield Estimation Using Remotely Sensed Images and M5P Model Tree Algorithm

  • Ileana De los Ángeles Fallas Calderón,
  • Muditha K. Heenkenda,
  • Tarlok S. Sahota and
  • Laura Segura Serrano

21 June 2025

Northwestern Ontario has a shorter growing season but fertile soil, affordable land, opportunities for agricultural diversification, and a demand for canola production. Canola yield mainly varies with spatial heterogeneity of soil properties, crop pa...

  • Article
  • Open Access
32 Citations
4,464 Views
17 Pages

Predicting Compressive and Splitting Tensile Strengths of Silica Fume Concrete Using M5P Model Tree Algorithm

  • Hammad Ahmed Shah,
  • Moncef L. Nehdi,
  • Muhammad Imtiaz Khan,
  • Usman Akmal and ,
  • Hisham Alabduljabbar,
  • Abdullah Mohamed and
  • Muhammad Sheraz
  • + 2 authors+ 0 author

7 August 2022

Compressive strength (CS) and splitting tensile strength (STS) are paramount parameters in the design of reinforced concrete structures and are required by pertinent standard provisions. Robust prediction models for these properties can save time and...

(This article belongs to the Special Issue Artificial Intelligence for Cementitious Materials)
  • Article
  • Open Access
71 Citations
6,185 Views
24 Pages

Forecasting of SPI and Meteorological Drought Based on the Artificial Neural Network and M5P Model Tree

  • Chaitanya B. Pande,
  • Nadhir Al-Ansari,
  • N. L. Kushwaha,
  • Aman Srivastava and ,
  • Rabeea Noor,
  • Manish Kumar,
  • Kanak N. Moharir and
  • Ahmed Elbeltagi
  • + 3 authors+ 0 author

14 November 2022

Climate change has caused droughts to increase in frequency and severity worldwide, which has attracted scientists to create drought prediction models to mitigate the impacts of droughts. One of the most important challenges in addressing droughts is...

(This article belongs to the Special Issue Earth Observation (EO) for Land Degradation and Disaster Monitoring)
  • Article
  • Open Access
19 Citations
4,212 Views
19 Pages

The Machine-Learning-Based Prediction of the Punching Shear Capacity of Reinforced Concrete Flat Slabs: An Advanced M5P Model Tree Approach

  • Marwa Hameed Abdallah,
  • Zainab Abdulrdha Thoeny,
  • Sadiq N. Henedy,
  • Nadia Moneem Al-Abdaly and ,
  • Hamza Imran,
  • Luís Filipe Almeida Bernardo and
  • Zainab Al-Khafaji
  • + 2 authors+ 0 author

19 July 2023

Reinforced concrete (RC) flat slabs are widely employed in modern construction, and accurately predicting their load-carrying capacity is crucial for ensuring safety and reliability. Existing design methods and empirical equations still exhibit discr...

(This article belongs to the Section Materials Science and Engineering)
  • Article
  • Open Access
16 Citations
2,940 Views
13 Pages

Development of Prediction Models for the Torsion Capacity of Reinforced Concrete Beams Using M5P and Nonlinear Regression Models

  • Sadiq N. Henedy,
  • Ali H. Naser,
  • Hamza Imran,
  • Luís F. A. Bernardo and ,
  • Mafalda M. Teixeira and
  • Zainab Al-Khafaji
  • + 1 author+ 0 author

2 December 2022

Torsional strength is related with one of the most critical failure types for the design and assessment of reinforced concrete (RC) members due to the complexity of the associated stress state and low ductility. Previous studies have shown that relia...

(This article belongs to the Special Issue Characterization and Modelling of Composites, Volume III)
  • Article
  • Open Access
2 Citations
2,766 Views
15 Pages

28 September 2024

The objective of this study is the development of crown width–tree height (CW-H) models in cities in northeastern Greece, for better urban vegetation management. In the cities of Kavala, Xanthi, Komotini, Alexadroupolis, and Orestiada, in total...

(This article belongs to the Section Land Use, Impact Assessment and Sustainability)
  • Article
  • Open Access
40 Citations
10,440 Views
22 Pages

A Novel Methodology to Estimate Single-Tree Biophysical Parameters from 3D Digital Imagery Compared to Aerial Laser Scanner Data

  • Rocío Hernández-Clemente,
  • Rafael M. Navarro-Cerrillo,
  • Francisco J. Romero Ramírez,
  • Alberto Hornero and
  • Pablo J. Zarco-Tejada

21 November 2014

Airborne laser scanner (ALS) data provide an enhanced capability to remotely map two key variables in forestry: leaf area index (LAI) and tree height (H). Nevertheless, the cost, complexity and accessibility of this technology are not yet suited for...

  • Article
  • Open Access
22 Citations
7,639 Views
13 Pages

Geospatial Estimation of above Ground Forest Biomass in the Sierra Madre Occidental in the State of Durango, Mexico

  • Pablito M. López-Serrano,
  • Carlos A. López Sánchez,
  • Raúl Solís-Moreno and
  • José J. Corral-Rivas

15 March 2016

Combined use of new geospatial techniques and non-parametric multivariate statistical methods enables monitoring and quantification of the biomass of large areas of forest ecosystems with acceptable reliability. The main objective of the present stud...

  • Review
  • Open Access
2 Citations
5,274 Views
24 Pages

7 June 2018

Wind energy is relevant to self-sufficiency in urban areas, but the accuracy of wind assessment is a barrier to allowing wind energy development. The aim of this work is to test the performance of the Griggs-Putnam Index of Deformity of trees (G-PID)...

(This article belongs to the Special Issue Sustainable Energy Development under Climate Change)
  • Communication
  • Open Access
3 Citations
2,271 Views
14 Pages

2 November 2023

Striving for climate neutrality and wider implementation of climate change mitigation measures including tree introduction in agricultural land, request for approaches and general allometric models for estimating carbon (C) stock in tree above-ground...

  • Article
  • Open Access
12 Citations
3,122 Views
12 Pages

Effect of Stem Snapping on Aspen Timber Assortment Recovery in Hemiboreal Forests

  • Linda Čakša,
  • Silva Šēnhofa,
  • Guntars Šņepsts,
  • Didzis Elferts and ,
  • Līga Liepa and
  • Āris Jansons
  • + 1 author+ 0 author

28 December 2020

Post-disturbance salvage logging mitigates economic loss after windthrow, and the value of salvaged timber is strongly linked to its quality and dimensions. We studied the occurrence of wind-induced damage of aspen in the hemiboreal forests of Latvia...

(This article belongs to the Special Issue Effects of Wind on Trees)
  • Article
  • Open Access
1 Citations
784 Views
22 Pages

2 December 2025

Forest measurements are essential for monitoring stand dynamics and long-term trends. Errors in tree measurement can seriously affect the outcomes of a forest inventory. This study investigates measurement errors from successive measurements on perma...

(This article belongs to the Section Forest Inventory, Modeling and Remote Sensing)
  • Article
  • Open Access
1 Citations
1,326 Views
16 Pages

28 October 2025

This study investigates spongy moth (Lymantria dispar) infestation patterns in Whirlpool Forest, Ontario, offering a region-specific perspective while largely corroborating existing findings. We analyzed egg mass distribution across 43 sampling plots...

(This article belongs to the Section Ecology)
  • Article
  • Open Access
1 Citations
2,491 Views
17 Pages

13 February 2024

Soil phosphorus (P) partitioning could contribute to species diversity and structure in plant communities, but field-scale evidence for P partitioning remains scarce. We hypothesized that the presence of P partitioning could be inferred from statisti...

(This article belongs to the Section Forest Soil)
  • Article
  • Open Access
4 Citations
5,204 Views
23 Pages

28 June 2016

It has been shown that height measurements obtained by airborne laser scanning (ALS) with high point density (>7–8 m−2) can be used to detect small trees in the alpine tree line—an ecotone sensitive to climate change. Because the height measuremen...

  • Article
  • Open Access
23 Citations
6,055 Views
25 Pages

1 April 2022

A low-cost but accurate remote-sensing-based forest-monitoring tool is necessary for regularly inventorying tree-level parameters and stand-level attributes to achieve sustainable management of timber production forests. Lidar technology is precise f...

(This article belongs to the Special Issue UAS-Based Lidar and Imagery Data for Forest)
  • Article
  • Open Access
14 Citations
8,175 Views
22 Pages

Structure and Ecosystem Services of Three Common Urban Tree Species in an Arid Climate City

  • Alaa Amer,
  • Eleonora Franceschi,
  • Amgad Hjazin,
  • Jawad H. Shoqeir and ,
  • Astrid Moser-Reischl,
  • Mohammad A. Rahman,
  • Maher Tadros,
  • Stephan Pauleit,
  • Hans Pretzsch and
  • Thomas Rötzer
  • + 5 authors+ 0 author

24 March 2023

Urban forests play a critical role in improving the quality of life in cities, but in arid environments, little is known about the potential benefits and growth conditions of different tree species. Our study aimed to fill this gap by investigating t...

(This article belongs to the Special Issue Urban Forest and Urban Microclimate)
  • Article
  • Open Access
2 Citations
721 Views
12 Pages

Residential Environmental Composition and Risk of Acute Cellular Rejection After Heart Transplantation: A Multi-Scale Buffer Analysis

  • Tomasz Urbanowicz,
  • Krzysztof Skotak,
  • Dominika Konecka-Mrówka,
  • Rafał Skowronek and ,
  • Jakub Bratkowski,
  • Jerzy Nożyński,
  • Julia Gierszewska,
  • Jarosław Bartkowski,
  • Hanna Wachowiak-Baszyńska and
  • Marek Jemielity
  • + 6 authors+ 1 author

24 April 2026

Background: Acute cellular rejection (ACR) after heart transplantation remains incompletely explained despite standardized immunosuppression. Environmental exposures may contribute to residual immune activation; however, prior studies have focused pr...

(This article belongs to the Special Issue New Insights on Pharmacologic and Non-Pharmacologic Therapy of Advanced Heart Failure)
  • Article
  • Open Access
3 Citations
2,830 Views
17 Pages

8 June 2023

This study was conducted in a Pinus sylvestris var. Mongolia plantation within the Xiaotaojiagou watershed of the Winter Olympic venues (Chongli competition area) to explore the influence of forest growth factors, soil physical properties, soil nutri...

(This article belongs to the Section Forest Ecology and Management)
  • Article
  • Open Access
30 Citations
7,440 Views
16 Pages

16 November 2020

Aboveground biomass (AGB) of short-stature shrubs and trees contain a substantial part of the total carbon pool within boreal ecosystems. These ecosystems, however, are changing rapidly due to climate-mediated atmospheric changes, with overall observ...

(This article belongs to the Special Issue Forest Biomass and Carbon Estimation)
  • Article
  • Open Access
6 Citations
2,943 Views
13 Pages

How to Define Spacing Among Forest Trees to Mitigate Competition: A Technical Note

  • Khodabakhsh Zabihi,
  • Vivek Vikram Singh,
  • Aleksei Trubin,
  • Nataliya Korolyova and
  • Rastislav Jakuš

15 March 2025

Establishing an optimum range of inter-species spacing that reduces competition among trees and mitigates the effects of drought is a critical yet complex challenge in forest management. Stand density plays a crucial role in forest functioning by reg...

(This article belongs to the Special Issue Young Researchers in Plant Sciences)
  • Article
  • Open Access
1 Citations
1,646 Views
17 Pages

Digital Mapping of Soil pH Using Tree-Based Models Coupled with Residual Kriging

  • Yanyan Tian,
  • Suyang Cao,
  • Pei Sun,
  • Quanguo Kang and ,
  • Shaohua Liu,
  • Xinao Zheng,
  • Lifei Wei and
  • Qikai Lu
  • + 3 authors+ 0 author

25 February 2026

Soil pH is a critical soil property governing nutrient availability and ecosystem functioning. Digital mapping of its spatial distribution is essential for precision agriculture and sustainable land management. This study performs a comparative analy...

(This article belongs to the Section Land, Soil and Water)
  • Article
  • Open Access
13 Citations
4,219 Views
19 Pages

Statistical Analysis versus the M5P Machine Learning Algorithm to Analyze the Yield of Winter Wheat in a Long-Term Fertilizer Experiment

  • Thi Huyen Thai,
  • Richard Ansong Omari,
  • Dietmar Barkusky and
  • Sonoko Dorothea Bellingrath-Kimura

13 November 2020

To compare how different analytical methods explain crop yields from a long-term field experiment (LTFE), we analyzed the grain yield of winter wheat (WW) under different fertilizer applications in Müncheberg, Germany. An analysis of variance (A...

  • Article
  • Open Access
20 Citations
9,935 Views
14 Pages

Relationship of Date Palm Tree Density to Dubas Bug Ommatissus lybicus Infestation in Omani Orchards

  • Rashid H. Al Shidi,
  • Lalit Kumar,
  • Salim A. H. Al-Khatri,
  • Malik M. Albahri and
  • Mohammed S. Alaufi

Date palm trees, Phoenix dactylifera, are the primary crop in Oman. Most date palm cultivation is under the traditional agricultural system. The plants are usually under dense planting, which makes them prone to pest infestation. The main pest attack...

(This article belongs to the Special Issue Remote Sensing in Agricultural System)
  • Article
  • Open Access
26 Citations
4,440 Views
14 Pages

Outdoor Thermal Comfort Optimization through Vegetation Parameterization: Species and Tree Layout

  • Bouthaina Sayad,
  • Djamel Alkama,
  • Redha Rebhi,
  • Younes Menni and ,
  • Hijaz Ahmad,
  • Mustafa Inc,
  • Mohsen Sharifpur,
  • Giulio Lorenzini,
  • Ehab Azab and
  • Ashraf Y. Elnaggar
  • + 5 authors+ 0 author

25 October 2021

The optimization of outdoor thermal comfort has become the keystone to guarantee the healthy and comfortable use of outdoor spaces. This study aims to optimize the outdoor thermal comfort through vegetation parameterization in a boulevard located in...

(This article belongs to the Special Issue New Approaches and Technologies in Thermal Comfort and Energy Consumption in Social Housing)
  • Article
  • Open Access
89 Citations
5,620 Views
21 Pages

The Integration of Nature-Inspired Algorithms with Least Square Support Vector Regression Models: Application to Modeling River Dissolved Oxygen Concentration

  • Zaher Mundher Yaseen,
  • Mohammad Ehteram,
  • Ahmad Sharafati,
  • Shamsuddin Shahid and ,
  • Nadhir Al-Ansari and
  • Ahmed El-Shafie
  • + 1 author+ 0 author

23 August 2018

The current study investigates an improved version of Least Square Support Vector Machines integrated with a Bat Algorithm (LSSVM-BA) for modeling the dissolved oxygen (DO) concentration in rivers. The LSSVM-BA model results are compared with those o...

(This article belongs to the Section Water Quality and Contamination)
  • Article
  • Open Access
49 Citations
9,895 Views
13 Pages

15 February 2023

The urban heat island (UHI) is a critical issue in most urbanised areas. Spatial variation of urban air temperature and humidity influences human thermal comfort, the settling rate of atmospheric pollutants, and the energy demand for cooling. UHIs ca...

(This article belongs to the Special Issue Land Use Mapping as the Base for Modeling and Earth Oriented Digital Twins)
  • Article
  • Open Access
17 Citations
3,630 Views
16 Pages

Individual Tree AGB Estimation of Malania oleifera Based on UAV-RGB Imagery and Mask R-CNN

  • Maojia Gong,
  • Weili Kou,
  • Ning Lu,
  • Yue Chen and ,
  • Yongke Sun,
  • Hongyan Lai,
  • Bangqian Chen,
  • Juan Wang and
  • Chao Li
  • + 4 authors+ 0 author

21 July 2023

Forest aboveground biomass (AGB) is an important research topic in the field of forestry, with implications for carbon cycles and carbon sinks. Malania oleifera Chun et S. K. Lee (M. oleifera) is a valuable plant species that is listed on the Nationa...

(This article belongs to the Special Issue Deep Learning Techniques for Forest Parameter Retrieval and Accurate Tree Modeling from Remote Sensing Data)
  • Article
  • Open Access
26 Citations
5,119 Views
34 Pages

Numerical Investigations of Urban Pollutant Dispersion and Building Intake Fraction with Various 3D Building Configurations and Tree Plantings

  • Qingman Li,
  • Jie Liang,
  • Qun Wang,
  • Yuntong Chen and ,
  • Hongyu Yang,
  • Hong Ling,
  • Zhiwen Luo and
  • Jian Hang
  • + 3 authors+ 0 author

Rapid urbanisation and rising vehicular emissions aggravate urban air pollution. Outdoor pollutants could diffuse indoors through infiltration or ventilation, leading to residents’ exposure. This study performed CFD simulations with a standard...

(This article belongs to the Special Issue Quantitative Assessment of Environmental/Human Health Risks)
  • Article
  • Open Access
17 Citations
5,215 Views
29 Pages

Characterizing Tree Spatial Distribution Patterns Using Discrete Aerial Lidar Data

  • Xiaofei Wang,
  • Guang Zheng,
  • Zengxin Yun and
  • L. Monika Moskal

21 February 2020

Tree spatial distribution patterns such as random, regular, and clustered play a crucial role in numerical simulations of carbon and water cycles and energy exchanges between forest ecosystems and the atmosphere. An efficient approach is needed to ch...

(This article belongs to the Section Forest Remote Sensing)
  • Article
  • Open Access
14 Citations
3,496 Views
11 Pages

Increased Visceral Adipose Tissue and Hyperinsulinemia Raise the Risk for Recurrence of Non-B Non-C Hepatocellular Carcinoma after Curative Treatment

  • Kenji Imai,
  • Koji Takai,
  • Takao Miwa,
  • Toshihide Maeda and ,
  • Tatsunori Hanai,
  • Makoto Shiraki,
  • Atsushi Suetsugu and
  • Masahito Shimizu
  • + 3 authors+ 0 author

26 March 2021

We investigated the factors affecting recurrence-free survival in patients with non-B non-C hepatocellular carcinoma (HCC) who received curative treatment. Decision-tree analysis was performed in 72 curative cases of non-B non-C HCC to extract the ri...

(This article belongs to the Section Cancer Pathophysiology)
  • Article
  • Open Access
15 Citations
3,587 Views
15 Pages

5 June 2021

The Loess Plateau is one of the most fragile ecosystems in the world. In order to increase the biodiversity in the area, develop sustainable agriculture and increase the income of the local people, we simulated the potential geographic distribution o...

(This article belongs to the Section Forest Ecology and Management)
  • Article
  • Open Access
1 Citations
1,271 Views
19 Pages

Selecting the Optimal Approach for Individual Tree Segmentation in Euphrates Poplar Desert Riparian Forest Using Terrestrial Laser Scanning

  • Asadilla Yusup,
  • Xiaomei Hu,
  • Ümüt Halik,
  • Abdulla Abliz and ,
  • Maierdang Keyimu and
  • Shengli Tao
  • + 1 author+ 0 author

28 November 2025

Individual tree segmentation (ITS) is essential for forest inventory, health assessment, carbon accounting, and evaluating restoration efforts. Populus euphratica, a widely distributed desert riparian tree species found along the inland rivers of Cen...

(This article belongs to the Section Forest Remote Sensing)
  • Article
  • Open Access
21 Citations
7,402 Views
22 Pages

Tree Species Classifications of Urban Forests Using UAV-LiDAR Intensity Frequency Data

  • Yulin Gong,
  • Xuejian Li,
  • Huaqiang Du,
  • Guomo Zhou and ,
  • Fangjie Mao,
  • Lv Zhou,
  • Bo Zhang,
  • Jie Xuan and
  • Dien Zhu
  • + 4 authors+ 0 author

25 December 2022

The accurate classification of tree species is essential for the sustainable management of forest resources and the effective monitoring of biodiversity. However, a literature review shows that most of the previous unmanned aerial vehicle (UAV) light...

(This article belongs to the Special Issue Applications of Individual Tree Detection (ITD))
  • Article
  • Open Access
41 Citations
9,929 Views
17 Pages

Structure, Diversity, and Carbon Stocks of the Tree Community of Kumasi, Ghana

  • Bertrand Festus Nero,
  • Daniel Callo-Concha and
  • Manfred Denich

29 August 2018

Urban forestry has the potential to address many urban environmental and sustainability challenges. Yet in Africa, urban forest characterization and its potential to contribute to human wellbeing are often neglected or restrained. This paper describe...

(This article belongs to the Special Issue Growth and Ecosystem Services of Urban Trees)
  • Article
  • Open Access
49 Citations
9,486 Views
18 Pages

15 June 2022

Accurate positioning is one of the main components and challenges for precision forestry. This study was established to test the feasibility of a low-cost GNSS receiver, u-blox ZED-F9P, in movable RTK mode with features that determine its positioning...

(This article belongs to the Special Issue Advanced Technologies for Position and Navigation under GNSS Signal Challenging or Denied Environments)
  • Article
  • Open Access
1,027 Views
14 Pages

Morphological Response of Urban Trees to Pruning: A Case Study of Acacia auriculiformis Across Size Classes

  • Kaiheng Liu,
  • Nancai Pei,
  • Yanjun Sun,
  • Jiameng Zhou and ,
  • Wei Guo and
  • Can Lai
  • + 1 author+ 0 author

5 December 2025

Pruning is a regular and essential urban tree maintenance practice aimed at sustaining overall health, ecosystem services, and public safety. However, knowledge of post-pruning recovery dynamics remains limited, which in turn hinders accurate assessm...

(This article belongs to the Special Issue Urban Forests and Ecosystem Services)
  • Article
  • Open Access
26 Citations
5,905 Views
18 Pages

Predicting Growing Stock Volume of Eucalyptus Plantations Using 3-D Point Clouds Derived from UAV Imagery and ALS Data

  • Juan Guerra-Hernández,
  • Diogo N. Cosenza,
  • Adrian Cardil,
  • Carlos Alberto Silva and ,
  • Brigite Botequim,
  • Paula Soares,
  • Margarida Silva,
  • Eduardo González-Ferreiro and
  • Ramón A. Díaz-Varela
  • + 4 authors+ 0 author

15 October 2019

Estimating forest inventory variables is important in monitoring forest resources and mitigating climate change. In this respect, forest managers require flexible, non-destructive methods for estimating volume and biomass. High-resolution and low-cos...

(This article belongs to the Special Issue Applications of LiDAR and Photogrammetry for Forest Inventory and Management)
  • Article
  • Open Access
7 Citations
2,002 Views
31 Pages

Informational Approaches in Modelling Social and Economic Relations: Study on Migration and Access to Services in the European Union

  • Florentina-Loredana Dragomir-Constantin,
  • Camelia Madalina Beldiman and
  • Monica Laura Zlati

14 June 2025

The study analyses at the information level the impact of the main economic indicators on migration and access to services in the European Union, using methods specific to intelligent information systems. The research is based on the correlations bet...

(This article belongs to the Section Systems Practice in Social Science)
  • Article
  • Open Access
551 Views
24 Pages

Investigating Ficus and Fraxinus Species’ Cooling Effect on Urban Microclimate and Thermal Comfort Levels in Annaba City

  • Bouthaina Sayad,
  • Oumr Adnan Osra,
  • Ebaa K. Khan,
  • Hatem A. Nojoum and ,
  • Mohanad A. Alfelali,
  • Amina A. Alrehaili,
  • Wajdy S. Qattan and
  • Mohammad A. Almahdi
  • + 3 authors+ 0 author

6 August 2026

Urban areas face increasing challenges related to heat stress and urban heat islands, necessitating effective strategies for microclimate regulation and thermal comfort enhancement. This study investigates the cooling effect of three tree species, Fi...

(This article belongs to the Special Issue The Role of Urban Vegetation and Forests in Climate Change Adaptation: Implications for Air Quality and Thermal Comfort in Cities)
  • Article
  • Open Access
5 Citations
2,594 Views
15 Pages

13 June 2023

Nitrogen (N) and phosphorus (P) nutrients have been regularly applied to improve productivity in intensively managed and short-rotation forest plantations in subtropical China. Under the constraint of the national policy of “carbon neutrality&r...

(This article belongs to the Special Issue Soil Carbon Sequestration and Greenhouse Gas Emission)
  • Article
  • Open Access
23 Citations
10,039 Views
16 Pages

Estimating the Standardized Precipitation Evapotranspiration Index Using Data-Driven Techniques: A Regional Study of Bangladesh

  • Ahmed Elbeltagi,
  • Faisal AlThobiani,
  • Mohammad Kamruzzaman,
  • Shamsuddin Shaid and ,
  • Dilip Kumar Roy,
  • Limon Deb,
  • Md Mazadul Islam,
  • Palash Kumar Kundu and
  • Md. Mizanur Rahman
  • + 4 authors+ 0 author

30 May 2022

Drought prediction is the most effective way to mitigate drought impacts. The current study examined the ability of three renowned machine learning models, namely additive regression (AR), random subspace (RSS), and M5P tree, and their hybridized ver...

(This article belongs to the Special Issue Artificial Intelligence and Machine Learning Applications in Water Resources Management)
  • Article
  • Open Access
6 Citations
2,456 Views
18 Pages

13 December 2023

With the rapid urbanization and industrialization in Taiwan, pollutants generated from industrial processes, coal combustion, and vehicle emissions have led to severe air pollution issues. This study focuses on predicting the fine particulate matter...

(This article belongs to the Section Air Quality)
  • Article
  • Open Access
14 Citations
4,596 Views
18 Pages

26 July 2024

The main problems of forest parameter extraction and forest stand volume estimation using unmanned aerial vehicle light detection and ranging (UAV-LiDAR) technology are the lack of precision in individual tree segmentation and the inability to direct...

(This article belongs to the Section Forest Remote Sensing)
  • Article
  • Open Access
76 Citations
6,152 Views
19 Pages

Daily Water Level Prediction of Zrebar Lake (Iran): A Comparison between M5P, Random Forest, Random Tree and Reduced Error Pruning Trees Algorithms

  • Viet-Ha Nhu,
  • Himan Shahabi,
  • Ebrahim Nohani,
  • Ataollah Shirzadi and ,
  • Nadhir Al-Ansari,
  • Sepideh Bahrami,
  • Shaghayegh Miraki,
  • Marten Geertsema and
  • Hoang Nguyen
  • + 4 authors+ 0 author

Zrebar Lake is one of the largest freshwater lakes in Iran and it plays an important role in the ecosystem of the environment, while its desiccation has a negative impact on the surrounded ecosystem. Despite this, this lake provides an interesting re...

  • Article
  • Open Access
6 Citations
2,599 Views
14 Pages

18 October 2023

Changes in age structure, spatial distribution and intraspecific interactions across environmental gradients often reflect adaptations of plant populations to their environment. Our study explored the growth status of the Picea schrenkiana population...

(This article belongs to the Section Forest Ecology and Management)
  • Feature Paper
  • Article
  • Open Access
4 Citations
3,773 Views
24 Pages

Investigation of Combining Logitboost(M5P) under Active Learning Classification Tasks

  • Vangjel Kazllarof,
  • Stamatis Karlos and
  • Sotiris Kotsiantis

Active learning is the category of partially supervised algorithms that is differentiated by its strategy to combine both the predictive ability of a base learner and the human knowledge so as to exploit adequately the existence of unlabeled data. It...

(This article belongs to the Section Machine Learning)
  • Feature Paper
  • Article
  • Open Access
17 Citations
4,093 Views
29 Pages

27 June 2022

Citrus is one of the most valuable crops in Syria, with the largest production areas in the Tartus and Latakia provinces. Water-saving policies have been adopted to modernize the irrigation systems and increase water productivity. Following dedicated...

(This article belongs to the Special Issue Crop Evapotranspiration: Accurate Ground and Remote Sensing Observations and Computational Tools)
  • Article
  • Open Access
63 Citations
5,143 Views
22 Pages

Classification-Based Regression Models for Prediction of the Mechanical Properties of Roller-Compacted Concrete Pavement

  • Ali Ashrafian,
  • Mohammad Javad Taheri Amiri,
  • Parisa Masoumi,
  • Mahsa Asadi-shiadeh and ,
  • Mojtaba Yaghoubi-chenari,
  • Amir Mosavi and
  • Narjes Nabipour
  • + 2 authors+ 0 author

27 May 2020

In the field of pavement engineering, the determination of the mechanical characteristics is one of the essential processes for reliable material design and highway sustainability. Early determination of the mechanical characteristics of pavement is...

(This article belongs to the Special Issue Short-Term Forecasting in Civil Engineering with Multidisciplinary Approaches: Combined Numerical, Experimental and Statistical Methods)
  • Article
  • Open Access
20 Citations
8,267 Views
17 Pages

20 June 2013

In this study the quantification of biomass within all relevant compartments of a three-year-old poplar clone (P. maximowicii × P. trichocarpa) planted on abandoned agricultural land at a density of 5000 trees ha−1 is presented. A total of 30 trees w...

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