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ORCIDEcological Informatics, Volume 94
Volume 94, 2026
- Marzuraikah Mohd Stofa, Mohd Asyraf Zulkifley:
Remote sensing-based sea ice concentration estimation via weighted deep learning networks. 103597 - Ricardo H. G. Furiati, Filipe Sacchetto, Simon Malinowski, Zenilton Kleber Gonçalves do Patrocínio Jr., Felipe D. da Cunha, Cristiana Brasil Maia, Silvio Jamil Ferzoli Guimarães
:
Solar radiation times-series forecasting in southern Brazil: A comprehensive analysis. 103601 - Anuruddha Paul, Rishi Raj, Mahendra Kumar Gourisaria, Amitkumar Vidyakant Jha, Nicu Bizon:
YOLO-HARVEST: A hybrid ViT architecture with locality-enhanced attention for automated wildlife species classification. 103605 - Sophie A. M. Elliott, Keerthan Boraiah, Chun Kee Tham, William R. C. Beaumont, Paul Elsmere, Luke Scott, Adrian J. Fewings:
Deep learning models used to detect fish movement over resistivity counters. 103606 - Javier Lopatin, Rocío Araya-López, Iryna Dronova:
Remotely sensed phenology reveals environmental and management controls on coastal wetland plant communities. 103610 - Adrián Pascual, Juan Guerra-Hernández, Brigite Botequim, Eduardo González-Ferreiro:
Supporting fire behavior modelling with canopy base height and canopy bulk density estimates using airborne and spaceborne lidar. 103612 - Georgia K. Dwyer, Galen Holt, Rebecca E. Lester:
Effective indicators to enable robust decision making in the Murray-Darling Basin. 103613 - Aurora González-Vidal, Simona Caruso, Fabio Badalamenti, Jesús E. Argente-Garcia, Trevor J. Willis, Antonio F. Skarmeta:
AI-driven analysis of fish reproductive behaviour. 103614 - Luisa S. R. Nogueira, Mariana A. S. de Carvalho, Berilo de Oliveira Santos, Roland Yonaba, Apoorva Bamal, Md Galal Uddin, Matteo Bodini, Leonardo Goliatt:
A comparative study of ensemble and non-ensemble machine learning methods for predicting river pollution index. 103617 - Badiu Badams, Usman Ullah Sheikh, Norhaliza Abdul Wahab, Syed A. R. Abu-Bakar, Muhammad Idrees Masud, Mohammed Khouj, Urooj Waheed, Zeeshan Ahmad Arfeen, Kam Meng Goh:
A2ANet: Real-time detection of floating marine debris using atrous convolution and channel attention. 103620 - Amina Ben Salah, Bouchra Zellou, Mohammed Seaïd, Mofdi El-Amrani, Nabil El Moçayd:
Projecting Chlorophyll-a distributions under climate change using Copula-based inference and SST projections. 103622 - Kristina Micalizzi, Danilo Lombardi, Giulia Bardino, Marcello Vitale:
Functional trait-based multi-objective optimisation of plant communities for ecological restoration under climate change. 103623 - Diogo F. Oliveira, Gonçalo M. Marques, Filipe M. P. Santos, Laure Pecquerie, João M. C. Sousa, Tiago Domingos:
Reliable machine learning initialization methods for the calibration of Dynamic Energy Budget models. 103624 - Qiqi Ding, Haojun Xi, Pinjian Li, Hongzhe Fang, Yibin Yuan, Tianhong Li:
Linking water quality assessment to source apportionment with machine learning-assisted WQI, PMF, and SOM: A case study of the Jinma River basin. 103625 - R. Bentivogli, L. Pezzolesi, N. Caputo, B. Casarotto, S. Silvestri:
Laboratory-based hyperspectral reflectance analysis for phytoplankton species identification. 103626 - Seyd Teymoor Seydi, Mojtaba Sadegh:
CrossKAN: A bivariate cross KAN model for hyperspectral change detection. 103627 - Ying Liu, Sihan Wang, Zhaohua Liu, Dongmei Lyu, Sijia Li, Bingxue Zhu, Ge Liu, Kaishan Song:
Orchard plantation mapping using remote sensing phenological feature fusion and interpretable ML algorithms in Hunan Province, China. 103628 - Juan M. Requena-Mullor, Estefania Rodriguez, Mónica González, Antonio J. Castro, Enrica Garau, Irene Pérez-Ramírez, Álvaro Peláez-Pérez, Pablo Barranco:
Accounting for physical barriers in insect pest modeling: A spatially explicit simulation-based approach. 103629 - Wenting Liu, Yuzhen Liu, Yang Yu, Xiaoxia Yang, Chunping Zhang, Quanmin Dong:
Functional trait reorganization buffers the negative effects of grazing on plant species turnover in alpine grasslands. 103630 - Weifeng Xiao, Yifan Xu, Yuanzhi Shi, Shaohua Lei:
A Monte Carlo-augmented geographical random forest approach for spatial biodiversity modeling: managing bird communities in small urban wetlands. 103631 - Xinyu Yang, Yufeng Liu, Hu Li, Ji Ma, Zhicheng Ye:
Remote sensing monitoring of cropland abandonment at the parcel level based on time-series fitting of cultivation probability values. 103632 - Ludovic Crochard, Léa Mariton, Colin Fontaine, Mathilde Baude, Maxime Ragué, Didier Bas, Sabrina Gaba, Vincent Bretagnolle, Romain Julliard, Yves Bas:
Buzzy bees: Improving the monitoring of pollinator activity in sunflower fields with continuous acoustic recording and deep learning. 103633 - Félix Iglesias, Frédéric Ros, Lynh Hoang Vy Thuy, Laurence Gourcy, Jean-Sébastien Moquet, Véronique Daële, Sébastien Dupraz:
A conceptual architecture for AI-assisted Digital Twins in natural resource management. 103635 - Javier Pacheco-Labrador, Ulisse Gomarasca, Daniel E. Pabon-Moreno, Wantong Li, Mirco Migliavacca, Martin Jung, Grégory Duveiller:
Benchmarking remote sensing methods to capture plant functional diversity from space. 103636 - Mischa Schönke, Inken Schulze, Mayya Gogina, Christian von Dorrien, Daniel Oesterwind, Peter Feldens:
What AIS misses and Acoustics reveal: Monitoring seafloor disturbance and recovery from bottom trawling in the southern Baltic Sea over five years. 103638 - Valentin Sarkleti, Tobias Ofner-Graff, Andreas Tockner, Sarah Witzmann, Ralf Kassnitzer, Christoph Gollob, Tim Ritter, Arne Nothdurft:
Prediction of stand-level growing stock by using a spatial regression model in an Austrian protection forest. 103641 - Sk Asraful Ali, Ramanjit Kaur, Sudhir Kumar, Allimuthu Elangovan, Rahul Kumar, Arjun Shreepad Hegde, Rashmi Sharma, Yogeshwar Singh, Shiv Vendra Singh:
Real-time hyperspectral decision support for precision herbicide management in Maize: Optimizing herbicide efficacy and plant response. 103642 - Micah N. Bowman, Ryan A. McManamay, Kurt Kramer, William Arnold, Milton Dean, David Prangnell, Michael Matthews:
Optical imaging and machine learning to identify and enumerate early developmental stages of fish species. 103643 - Ishara Uhanie Perera, So Fujiyoshi, Daiki Kumakura, Carolina Medel, Kyoko Yarimizu, Osvaldo Artal, Pablo Reche, Oscar Espinoza-González, Leonardo Guzman, Felipe Tucca, Alexander Jaramillo-Torres, Jacquelinne J. Acuña, Milko A. Jorquera, Shinji Nakaoka, Satoshi Nagai, Fumito Maruyama:
A prototype coupled modeling approach for predicting harmful algal blooms: A case study in Chile. 103615 - Robert A. Moore, Matthew R. E. Symonds, Vanessa Kellermann, Ken Walker, Shannon Berry, Carmen R. B. da Silva, Scarlett R. Howard:
Advancing taxonomic identification of native bees through integrated morphometric analysis. 103616 - A. T. Badrudeen, Debabrata Sahoo, C. B. Sawyer, J. W. Pike, R. D. Harmel:
A critical review of statistical, signal processing and machine learning methods for continuous and high-frequency water quality data improvement. 103619 - Stefanie Haase, Clarissa Vock, Beata Schmidt, Ismael Núñez-Riboni, Stefan Lüdtke:
Filling the gap: Improving the spatio-temporal coverage of small pelagic fish surveys through modelling approaches. 103634 - Baifei Ren, Luke Bergmann:
Context-dependent relationships between street-level surface heat intensity, the sky view factor, and landscape patterns: Examples from the coastal city of Vancouver, Canada. 103637 - Christopher J. Owers, Karel Mokany, Chris Ware, Thomas D. Harwood, Jinyan Yang, Randall J. Donohue, Tim R. McVicar, Eric A. Lehmann, Kristen J. Willams, Rebecca K. Schmidt, Matt Paget, Simon Ferrier, Charlotte Pelletier:
A continental-scale approach to ecosystem condition monitoring using satellite imagery and deep learning. 103639 - Sujung Heo, Sujung Ahn:
Predicting wildfires triggered by human-caused ignition: A spatial framework integrating AI models. 103640 - Kristian Bell, Blake Edwards, Thieu L. Phan, Martino E. Malerba:
Promise and pitfalls: Variable performance of AI-assisted passive acoustic monitoring of birds and frogs using BirdNET and VicFrogNET. 103644 - Bruno Silva, José M. Herrera:
A fine-tuning workflow for CNN-based bat acoustic classification. 103645 - Huiwen Zhang, Xiaoxia Yang, Ruiqi Zhang, Na Gao, Ning Wang, Zixi Zhang, CuiCui Zhang:
Detection of dense fish schools in sonar imagery with a novel YOLOv11-SAS model. 103646 - Osmar Luiz Ferreira de Carvalho, Glauber das Neves, João Paulo Sena-Souza, Alexandre Tadeu Brunello, Vinicius Vasconcelos, Daniel Guerreiro e Silva, Maria Gabriella da Silva Araújo, Deoclecio Jardim Amorim, Luiz Antonio Martinelli, Gabriela Bielefeld Nardoto, Osmar Abílio de Carvalho Jr.:
Predicting soil δ 13 C patterns in Brazil using nested datasets, feature selection, and machine learning. 103647 - Georgina Vickery, Fabian Zimmermann, Fletcher Thompson, Carsten Hvingel:
Area estimation methods in underwater video surveys: Biases, errors and their impacts on density estimates. 103648 - Jongsung Lee, Hyun-Kyung Oh, Sangdon Byeon, Min-Seock Do, Kang-Hyun Cho:
Mean pairwise distance-constrained null model excluding species-richness effects for fair phylogenetic diversity comparisons: Application to Korean vascular plants. 103649 - Ji Woo Han, Yeon Jung Cho, In Gu Ryu, Ji-Hyun Park, Taegu Kang, Jayong Koo:
Explainable AI-based modeling of chlorophyll-a using water quality and DOM characteristics: Toward interpretable prediction and actionable management strategies. 103650 - Feifei Xue, Tianyu Zhang, Yunlu Jia, Xingchen Zhao, Lingling Wu, Daqiang Yin, Andreas Schiwy, Henner Hollert:
Developing a deep learning-based image analysis model for high-throughput micronucleus assays: Genotoxicity as a sediment quality indicator in East Taihu and Yangcheng Lakes, China. 103651 - Charles Labuzzetta, Arnold Johnsen, Amber Andress, Teresa Bohner, Alejandro Grajal-Puche, Megan Seymour, Bethany Straw, Wayne Thogmartin, Bradley Udell, Ashton Wiens, Jay Diffendorfer:
Hierarchical mixture models and high-resolution monitoring data can inform siting and operational strategies to mitigate bat fatalities at wind turbines. 103652 - Mohammad Mahdi Pourhanifeh, Hassan Khosravi, Tayebeh Mesbah Zadeh, Esmaeil Heydari Alamdarloo, Azam Abolhasani:
Evaluating key environmental variables in dust occurrence through artificial intelligence methods. 103653 - Tianlong She, Chen Xu, Quanwang Chen, Yanan Wang, Yuanyuan Hong, Yechao Sun, Qiang Wang:
Copula-information gain-based identification of GPP response thresholds under multiscale agricultural drought. 103654 - Aimi Alina Binti Hussin, Mohd Ibrahim Shapiai, Shaza Eva Mohamad, Koji Iwamoto, Mohd Farizal Kamaroddin, Kazuhiro Takemoto:
A morphologically diverse freshwater microalgae dataset for deep learning-based classification with transfer learning analysis. 103655 - Matthias Körschens, Solveig Franziska Bucher, Christiane M. Ritz, Sebastian Gebauer, Jens Wesenberg, Christine Römermann:
Large language vision models for zero-shot handwriting recognition of historical herbarium labels. 103656 - Damon B. Lesmeister, Zachary J. Ruff, Adam Duarte, Anna B. Kohlberg, Taal Levi, Christopher M. Sullivan:
PNW-Cnet: An evolving convolutional neural network to support broad-scale passive acoustic monitoring. 103657 - Rui Zhang, Cheng Zhang, Wen Zhou:
Where does the boundary of high-efficiency urban ecological corridors lie? A functional connectivity efficiency perspective. 103658 - Shuai Wang, Ying Xing, Jiahui Zhu, Yuxian Li, Feifei Dong:
Unveiling the river spatial topology in robust water quality prediction: A LSTM-based evaluation framework. 103659 - Yuxing Li, Jiawei Yue, Yuhan Zhou:
Enhancing underwater acoustic signal prediction with adaptive double-stage decomposition and a hybrid model. 103661 - Menglu Ma, Lili Liu, Boxun Han, Linzhe Yang, Xujie Gao, Runlong Chang, Sheng Wang, Fu Xu:
AEWD: A weakly observable object detection benchmark for UAV-based endangered wildlife monitoring. 103662 - Toufique A. Soomro, Allister Clarke, Jonathan Medway, Bin Liang, Stephen Summerhayes, Juan Pablo Guerschman, Robert de Ligt, Hugh Armitage, Clinton Ayers:
UAV-based remote sensing for rangeland monitoring, a generalized and transparent workflow with an Australian lead. 103663 - Melika Baghooee, Quentin Geissmann:
Insect size matters: Using image and dimensions together improves image classification. 103664 - Yuhan Wu, Matteo Convertino:
Suitability networks for restoration: Hydrobiogeochemical flows imprinting habitat-forming species. 103665 - Loïc Gerber, Audrey Lambiel, Nathan Külling, Grégoire Mariéthoz:
chessQS: An efficient tile-based gap-filling method for large and complex remote sensing images. 103666 - Avneet Kaur, Gurjit S. Randhawa, Aitazaz Ahsan Farooque, Mumtaz Ali, Harmanpreet Singh, Ryan Barrett, Qamar Uz Zaman, Rajandeep Singh:
Potato crop disease prediction in Prince Edward Island using machine learning: A decision support approach for farmers. 103667 - Vito Recchia, Giuseppina Andresini, Annalisa Appice, Dino Ienco, Giuseppe Fiameni, Donato Malerba:
ULISSE: Parameter-efficient adaptation of earth vision models to monitor forest disturbance in sentinel-2 time series. 103668 - Chris McCarthy, Cassandra Brooks, Troy Sternberg, Kyle Shaney, Buho Hoshino:
AI-assisted multi-target classification for research-policy alignment in conservation science. 103669 - Pamela Lattanzi, Tania Mendo, Alessandro Galdelli, Anna Nora Tassetti:
Machine learning-based prediction of passive gears from vessel tracking data in small-scale multi-gear fisheries. 103670 - Siphendulwe Zaza, Marcellin Atemkeng, Taryn S. Murray, John David Filmalter, Paul D. Cowley:
Unsupervised-explainable anomaly detection in large-scale estuarine acoustic telemetry data. 103672 - Junfeng Chen, Shicheng Li, James Yang, Anders Ansell:
Ecohydraulic modeling of fish habitat and migration dynamics under hydropeaking: A case study for European grayling and brown trout. 103673 - Moses Lurbur, Katherine C. Wilson, Noëlle Yochum:
Towards automated bycatch monitoring: Optimizing and evaluating multi-object tracking of salmon in pollock trawls. 103674 - Qinli Xiong, Weihua Xu, Xiao Wang, Geng Sun, Ning Wu:
Man-made boundary or natural ecotone? Reassessing vegetation dynamics and drivers in the Giant panda National Park along the Hu-line. 103675 - Liang Shen, Guozhen Song, Hao Zhang:
Predicting the spatial distribution of invasive species richness using the combination of machine learning and geostatistical algorithms. 103676 - Wenzhao Li, Surendra Maharjan, Rejoice Thomas, Junde Chen, Hesham Morgan, Michael J. Garay, Olga V. Kalashnikova, Shahryar Fazli, Charles Ichoku, Hesham Mohamed El-Askary:
A probabilistic deep learning framework for retrieving chlorophyll-a from hyperspectral imagery: Integrating channel attention and mixture density networks. 103677 - Tuyan Luo, Xiaohu Tang, Xin Lv, Baolong Bao, Xiaohui Chen, Xiu Fang, Zhixiang Liu, Jingxiang Xu:
A design space-based network for efficient and accurate fish recognition in aquaculture. 103679 - Anne-Juul Welsink, Kurt Fesenmyer, Bart Slagter, Marielos Peña-Claros, Martin Herold, Johannes Reiche:
Remote estimation of harvested timber volume in the Congo Basin using Sentinel-1 data. 103683 - Delia Velasco-Montero, Carmen Lozano-Pons, Jorge Fernández-Berni, Giulia Bastianelli:
On-site acoustic identification of bird species based on a shallow neural network. 103687 - Arinder K. Arora, Nolan Anderson, Kiran R. Gadhave:
Machine learning reveals microclimate-specific drivers of a cosmopolitan supervector's population dynamics. 103690
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