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ORCIDEcological Informatics, Volume 95
Volume 95, 2026
- Md Azharul Alam, Philip E. Hulme:
Can Google trends be used to estimate the geographic distribution of alien plants in the United States? 103689 - Jannes S. Magnusson, Marcel Schwieder, Sebastian Preidl, Florian Beyer, Markus Möller
:
Are remote sensing-based crop type classifications suitable for calculating a landscape heterogeneity metric? A data-fitness-for-purpose assessment. 103660 - Nazila Alaei, Mirhassan Miryaghoubzadeh:
A novel data-driven framework combining graph theory and machine learning to predict groundwater quality: Evidence from the Lake Urmia aquifer. 103671 - Yenny Correa-Carmona, Dennis Böttger, Dimitri Korsch, Kim L. Holzmann, Pedro Alonso-Alonso, Andrea Pinos, Felipe Yon, Alexander Keller, Ingolf Steffan-Dewenter, Paul Bodesheim, Marcell K. Peters, Gunnar Brehm:
LEPY: A Python pipeline for automated trait extraction from standardised Lepidoptera images. 103680 - Phil Garthen, Hari Surya Charan Mudragada, Stefanie Schwarz, Hendrik Edelhoff, Manuel J. Steinbauer, Wibke Peters, Kagan Kuecuekaytekin, Ludwig Bothmann:
Distance-based population density estimates from camera traps: Strong impact of technical choices in automated pipelines. 103682 - Taiga Korpelainen, Mariana Batista Campos, Tuomas Yrttimaa, Samuli Junttila, Antero Kukko, Juha Hyyppä, Yunsheng Wang, Eetu Puttonen:
Uncovering growth dynamics in Scots pine through the detection of the onset of height growth using near-daily terrestrial laser scanning time series. 103685 - Yinpeng Zhao, Kangning Li, Xiaojun Qiao, Jinbao Jiang, Qiyu Guo, Zhuoqing Hao:
A Hapke-based bi-temporal UAV hyperspectral index for reducing temporal spectral variations in individual-tree biomass estimation. 103686 - Andrew S. Johnson, Brandon M. Collins, Philip N. Omi, John J. Battles, Matthew P. Thompson, Scott L. Stephens:
Configurations of fuel break networks influence landscape-level fire-risk in Southern California. 103691 - Alireza Taheri Dehkordi, Mostafa Dazi, Amir Naghibi, Hossein Hashemi:
WQEye (v1): A Python-based software for machine learning-based retrieval of water quality parameters from Sentinel-2 and Landsat-8/9 remote sensing data aided by Google Earth Engine. 103692 - Changsoo Kim, Dong-Guk Paeng:
Symbolic encoding of bottlenose dolphin signature whistles: A lightweight method for representation and comparison. 103693 - Wei Wang, Pengfei Han, Chi Zhang, Zhihong Liu, Zhaohui Jin, Xixin Lu, Jinkun Huang:
An explainable ensemble machine-learning framework for short-term forecasting of algal blooms across contrasting Lake systems. 103695 - Wajdi Alghamdi, Farman Ali, Abdulmohsen Algarni, Omar Alghushairy, Majdi Khalid, Meng-Ze Du:
DeepPFT-GANCap: An explainable attention-based hybrid deep learning framework integrating protein language models and wavelet denoising-based evolutionary features for photosystem-II core protein prediction. 103696 - Pengdong Gao, Diwei Zhong, Quan Qi, Chengxing Ling, Chu Qiu, Bo Wang, Xiaofeng Du, Mingliang Gao:
FDM-YOLO: Real-time small-target UAV wildlife detection via attention-guided cross-modality fusion. 103697 - Minxin Li, Lei Zou, Jun Xia, Feiyu Wang, Jiarui Yu, Jiayuan Xu, Si Hong:
Assessing the role of gridded evapotranspiration products in improving streamflow simulation and reducing hydrological modeling uncertainty. 103698 - Filip Dorm, Joseph Millard, Drew Purves, Mike Harfoot, Oisin Mac Aodha:
Large language models possess some ecological knowledge, but how much? 103699 - Jiawei Cui, Juan Li, Wenhao Zhang, Zhiye Zhao, Yulin Zhan, Miao Liu, Lingling Li, Jing Zhao, Yating Zhang, Shiqi Su:
Cloud removal and spatiotemporal fusion based on a modified NSPI using GF-1 and Sentinel-2 imagery. 103700 - Fan Peng, Yi Wen, Danling Hou, Yifu Wang, Qin Shen, Ling Chen:
Predicting productivity and climatic resilience of coniferous-broadleaved mixed plantations with 3-PGmix and machine learning. 103702 - Shuang Yan, Lunhong Lou, Jianwu Lin, Tomislav Cernava, Quirico Migheli, Safa Oufensou, Xiaoyulong Chen, Xin Zhang:
PAG-MSBNet:Prototype-aware gated multi-scale branch network for open-set crop disease recognition. 103703 - Eberrhard Estephe Kana Djifack, Edi Prifti, Thomas Lamy, Florian Baletaud, Jean-Daniel Zucker, Norbert Tsopzé, Laurent Vigliola, Eugeni Belda:
Machine learning-based identification of key indicator species in coral reef fish assemblages. 103704 - Xu Chen, Jian Li, Bingxue Zhu, Kaishan Song:
Extraction of 10 m shelterbelts in Northeast China using multidimensional phenological characteristics derived from Sentinel-2 images. 103705 - Nisham Thapa, Lana L. Narine, Tamara F. Milton, Basanta Shrestha, Heather D. Alexander:
A modeling framework for forest aboveground biomass estimation in mixed forests of the southeastern United States using airborne lidar and PlanetScope data. 103706 - Nils Griese, Christoph Kleinn, Nils Nölke:
High terrestrial laser scanning: An accessible method for tree crown characterization. 103707 - Wanfeng Su, Xin Jin, Yanxiang Jin, Di Fu, Xuehong Li, Ziang Li, Jingyun Yang:
Tracking vegetation dynamics in the Upper Yellow River Basin: An analysis using kNDVI and multi-model trajectory detection. 103708 - Hilde I. Hummel, Sandjai Bhulai, Rob van der Mei, Burooj Ghani:
Linear probing enables Ship-Radiated Noise recognition with pretrained audio embeddings. 103709 - Sheng Wang, Kexin Chen, Ziheng Wei, Linzhe Yang, Qiao Wang, Mingzhi Liu, Kangjian Cao, Chaoyue Zhao, Runlong Chang, Zhen Wang, Xuchen Wang, Meng Yang, Qiang Ji, Guodong Sun, Fu Xu:
UAV-based deep learning for biodiversity monitoring: Advances, applications, and future directions. 103710 - Phi-Hung Hoang, Nam-Thuan Trinh, Van-Manh Tran, Thi-Thu-Hong Phan:
Deep feature optimization for enhanced fish freshness assessment. 103711 - Cherine C. Jantzen, Stefan Jozef Gerardus Vriend:
Putting FAIR into practice for ecologists: How to make ecological data more reusable. 103712 - Filippo Varini, Joel H. Gayford, Jeremy Jenrette, Matthew J. Witt, Francesco Garzon, Francesco Ferretti, Sophie Wilday, Mark E. Bond, Michael R. Heithaus, Danielle Robinson, Devon Carter, Najee Gumbs, Vincent Webster, Ben Glocker:
SharkTrack: An accurate, generalisable software for streamlining shark and ray underwater video analysis. 103713 - Xun Du, Aibin Zhan, Zewei He, Xuan Cai, Nengwen Xiao:
Comparative assessment of methods for monitoring urban phytoplankton biodiversity. 103714 - Yane Li, Yuhang Jiang, Lijun Guo, Weibo Wang, Jiahao Wu, Xiang Weng, Hailin Feng:
CE-CNN-FA-BiGRU: A novel deep learning framework for sap flow prediction across trees at different ages and species with historical environmental factors. 103715 - Zakariya Ghalmane, Pascal Poncelet, Roberto Interdonado, Dino Ienco, Pierluigi Carbonara, Angelo Cau, Antonio Esteban, Maria Teresa Farriols, Maria Cristina Follesa, Cristina Garcia-Ruiz, Germana Garofalo, Gioacchino Bono, Taha Imzilen, Igor Isajlovic, Stefanos Kavadas, Irida Maina, Porzia Maiorano, Chiara Manfredi, Jurgen Mifsud, Panagiota Peristeraki, Mario Sbrana, Maria Teresa Spedicato, Ioannis Thasitis, Nedo Vrgoc, Bastien Mérigot:
A new framework for measuring community diversity in temporal ecological networks. 103716 - Ravindra R. Patil, Beatriz López Rodríguez, Dag Røen, Malin Waage, Erik Kyrkjebø, Sony George, Martin F. Stoelen:
Toward raspberry crop monitoring: A review of AI-driven solutions for sustainable agriculture. 103717 - Margo Blaha, Alessandro Albieri, Paola Angelini, Gabriele Antolini, Carmelo Bonannella, Fabrizio Laurini, Roberto Rosà, Daniele Da Re:
Development and implementation of a passive surveillance system for Aedes albopictus in Emilia-Romagna, Italy. 103718 - Jackson D. Alexander, G. Andrew Fricker, Erica Gallerani, Roy Gilb, Lisa H. Crampton:
Species distribution modeling for honeycreepers on Kaua'i, Hawai'i informs conservation action. 103719 - Chiara Pasut, David I. Forrester, Thomas F. A. Bishop, Jacqueline R. England, Donald Gaydon, Peter Grace, Ian Harman, Sreekanth Janardhanan, Bennet Macdonald, Federico Maggi, Brendan P. Malone, Daniel Edward Pagendam, David W. Rassam, Dan F. Rosauer, Stephen H. Roxburgh, Ross D. Searle, Fiona H. M. Tang, Sabastine Ugbaje, Ying-Ping Wang, Jinyan Yang, Yingying Yu, Senani Karunaratne:
Advancing integrated terrestrial nutrient budget modeling: Challenges and opportunities for improvement across space, time, and end-users. 103721 - Alejandra Valdés-Uribe, Dirk Hölscher:
Edge effects on evapotranspiration from tropical forest fragments. 103722 - Carlos Alberto Arnillas, Lamees Shah, Adam Martin, George B. Arhonditsis:
Three key directions toward the development of a holistic crop modelling framework. 103723 - Yanwei Zhang, Ruixin Chen, Xinhai Lu:
Analysis of factors affecting cultivated land abandonment in China based on the DEMATEL-ISM-MICMAC model. 103724 - Elina Takola:
From LSA to LLM: Evolution and limitations of topic modelling methods for biodiversity conservation. 103725 - Nasrin Salehnia, Peter T. Wolter, Brian R. Sturtevant, Dalia Abbas Iossifov:
Unsupervised machine learning of LiDAR-derived forest structure relevant to ladder and canopy fuels in Minnesota's Superior National Forest. 103726 - Il-Kook Park, Yucheol Shin, Il-Hun Kim, Daesik Park:
Global climatic impact on the sea kraits living near the tectonic plate boundaries. 103727 - Harshpreet Kaur, Arjunveer Singh, Daniel Jones, Pedro Martinez Arbizu, Ravail Singh:
Automated morphometric analysis and biomass estimation of marine nematodes using a conical frustum segmentation approach. 103728 - Yunfei Cai, Anning Huang, Ying Huang, Wei Zhao, Xinsheng Zhu:
Interactive effects of severity and duration of compound dry-hot events on vegetation resistance time and recovery time in China. 103729 - Hao Sun, Xingcheng Yan, Xia Zhang, Jianyun Zhang, Tao Feng, Ruxia Qiao, Siyang Yao, Yunfeng Ren, Qiuwen Chen:
Long-term evolution of land resource assets and liabilities in Poyang Lake Basin based on ecological footprint and ecosystem service value perspectives. 103730 - Cesar Pinzon-Acosta, Franchesca Gonzalez-Olivardia, Miguel Hidalgo-Rodríguez, Ana Valdés-Montenegro, Joseph Asprilla-Gonzalez, Edmanuel Cruz:
Spatial estimation of on-road mobile emissions during morning hours using machine learning: A case study in Panama city. 103731 - Sunhee Yoon, Wang-Hee Lee:
A novel ensemble framework for background selection to improve species distribution models. 103732 - Bárbara Fengler, Chingiz Seyidbayli, Andreas Reinhardt, Mina Anders, Catrin Westphal:
A review of acoustic systems for insect monitoring: From recording technologies to species recognition performance. 103733 - Hao Lei, Huaiqing Zhang, Sihan Chen, Jie Yang, Jingwei Tan, Menglei Guo, Yukai Shi, Yang Liu:
Mapping the controls and climate-induced vulnerability of forest litter decomposition in China. 103734 - Brian Chin Wing Kot, Tabris Yik To Chung, Virgilius Martin Kelake Kedang, Henry Chun Lok Tsui, Chun Keat Ooi, Heysen Hei Nam Ho:
Mapping the past for the future: Spatial and temporal patterns and long-term trends of sea turtle strandings in Hong Kong and wider East Asian waters. 103735 - Marie Meffre, Yann Tremblay, Anaïs Courtet, Etienne Bourgouin, Juan Carlos Molinero, Delphine Bonnet:
Quantifying jellyfish bloom dynamics using aerial surveys and image-based cohort analysis in a Mediterranean lagoon. 103737 - Gebrekidan W. Tefera, Sanjita Gurau, Bhagya Deegala, Damar David Wilson, Kusalika Kularathna, Srijana Chaudhary, Chinedu Augustine Igwenagu, Belay Mengistie, Ram L. Ray:
Dynamics and environmental thresholds of ecosystem respiration across the conterminous United States: Insights from AmeriFlux and remote sensing data. 103738 - Sean Perry, Tianqi Zhang, Siya Kamboj, Anu Jajodia, Dhruv Tomar, Ryan Kastner:
Studying domain shifts in bioacoustic recording style between focal and soundscape recordings with acoustic indices. 103739 - Samuel A. Cushman, K. M. Kaszta, K. Kilshaw, R. Campbell, David W. Macdonald:
One-hundred seventy-one models of connectivity across Scotland: Influences of method, source points, dispersal threshold, and functional shape on connectivity predictions. 103740 - James Brock, Ce Zhang, Nantheera Anantrasirichai:
Forest-Chat: Adapting vision-language agents for interactive forest change analysis. 103741 - Italo Moletto-Lobos, Belen Franch, Andreu Guillem-Valls, Katarzyna Cyran, Natacha I. Kalecinski, Kristof Van Tricht, Eric F. Vermote, Inbal Becker-Reshef, Shabarinath Nair, Jeroen Degerickx, Christina Butsko, Koen de Vos, Alyssa K. Whitcraft, Zoltan Szantoi:
Enhancing WorldCereal crop calendars with land surface phenology and machine learning. 103742 - Hyein Lee, Yu-Jin Jeon, So Jin Park, Ho-Youn Kim, Dahye Ryu, Jung-Ok Kim, Joo-Young Kim, Dae-Hyun Jung:
Explainable AI -driven deep learning model for the root image-based classification of the medicinal plants Saposhnikovia divaricata, Glehnia littoralis, and Peucedanum japonicum. 103743 - Richard Kovárník, David Hampel, Jitka Janová:
Integrating spectral, textural, and topographic features for ecological forest type classification with XGBoost. 103744 - Francesca Festa, Stefania Leopardi, Luigi Maiorano, Francesca Cosentino:
Climatic clues to local distributions: a hierarchical approach to model the distribution of Miniopterus schreibersii in Italy. 103745 - Christian Marchese, Maria Laura Zoffoli, Pierre Ramond, Ramiro Logares, François-Yves Bouget, Pierre E. Galand, Tinkara Tinta, Neza Orel, Gianluca Volpe, Angela Landolfi, Emanuele Organelli:
Machine learning-driven mapping of prokaryotic community diversity in the Mediterranean Sea using omics, earth observation, and model data. 103747 - Zhao Sun, Yunhong Xie, Guofeng He, Shuanglin Yin, Bisheng Lu, Yunlong Liu, Jing Su, Xin Yuan:
Adaptive multi-source instance segmentation for individual tree crown delineation using UAV multispectral imagery and canopy height models. 103748 - Mika Pehkonen, Mikko Vastaranta, Juha Hyyppä, Jiri Pyörälä:
Segmentation of living and dead tree crowns using terrestrial laser scanning and deep learning. 103750 - Xing Wei, Libo Ran, Yulin Zhou, Qingmei Zhang, Yanan Fu, Xueting Dou:
Parallel xLSTM-informer model for long-term dissolved oxygen prediction using STL decomposition and Bayesian optimization. 103753 - Song Xiang, Qi Yang, Yan Pang, Xiaomei Yu:
Machine learning reveals eutrophication mechanisms and governing thresholds in an engineered throughflow lake. 103755 - Liam S. Cogill, Karen J. Esler, Laven Naidoo, Alanna J. Rebelo:
Supporting ecological restoration: leveraging satellite data and machine learning to map invasive alien tree biomass. 103756 - Pengpeng Dou, Jie Wang, Dunmei Lin, Jing Huang, Qian Gao, Jilin Yang, Liwen Wu, Ping Li, Kun Wang:
Climate and vegetation jointly regulate the effects of fungal diversity on belowground litter decomposition in the Otindag Sandy Land. 103757 - Ngoc Tu Nguyen, Haishen Lü, Wei He, Teng Ma, Hua Yang, Peipei Xu, Shuai Liu, Mengyao Zhao, Yonghua Zhu:
Modeling CO2 fluxes in coastal wetlands of China using explainable sequence-based deep learning. 103766
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