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Ecological Informatics, Volume 92
Volume 92, 2025
- Tinao Petso

, Rodrigo S. Jamisola, Sky K. Alibhai, Molaletsa Namoshe, Wazha Mmereki
, Zoe C. Jewell:
An investigation of lightweight AI models to classify African ungulate species from tracks. 103393 - Varun Sethi, Orr Spiegel, Richard M. Salter, Shlomo Cain, Sivan Toledo, Wayne M. Getz

:
An information theory framework for hierarchical path segmentation and analysis of animal movement. 103401 - Gergely Dinya

, Anna Gelencsér-Horváth
, Andrea Ferretti
, Niels Rattenborg
, András Lorincz
:
Multi-camera synchronization and instance tracking for Avian behavior analysis in a floating aviary. 103419 - Florian Männer

, Javier Muro
, Olena Dubovyk
, Jessica Ferner
, Reginald Tang Guuroh
, Nichola M. Knox
, Sebastian Schmidtlein
, Anja Linstädter
:
Field spectroscopy and machine learning successfully predict grassland forage quality and quantity across climate zones. 103426 - Alexandra Syunkova, Sam Lapp, M. Delia Basanta, Carolina Lambertini, Santiago Ruiz Guzman

, Jamie Voyles, Corinne Richards-Zawacki, Justin Kitzes
:
Transfer learning outperforms other methods of detecting vocalizations of a critically endangered tropical anuran. 103427 - Lei Guan

, Enqin Liu
, Man Yang, Bing Gao:
Fine identification of noxious weeds based on close-range hyperspectral imaging and spectral-spatial features of alpine meadow plants. 103430 - Andreu Salcedo-Bosch

, Francesc Rocadenbosch
, Carina I. Argañaraz
, Gabriele Curci
, Simone Lolli
:
Retrieval of planetary boundary layer height from CALIPSO satellite observations using a machine learning approach. 103431 - Yichao Liu

, Emmanuel Dufourq, Peter Fransson
, Joacim Röcklov:
A comparison of deep neural network compression for citizen-driven tick and mosquito surveillance. 103437 - Elisabet Rocruz

, Andres Molares-Ulloa
, Xosé A. Padin, Rita Nolasco, Daniel Rivero, Enrique Fernández-Blanco, Yolanda Pazos, Jesús Dubert
:
Advanced ocean modelling and machine learning to forecast Dinophysis acuminata blooms: A tool to support shellfish farming management. 103438 - Mohanad Abdelgadir

, Elias Broman, Patrik Dinnétz, Malin Olofsson, Sara Sjöling:
Future increase of filamentous cyanobacteria in coastal Baltic Sea predicted by multiple realm models of marine, terrestrial, and climate change scenarios. 103439 - Darwin Gómez Fernández, Nilton Atalaya-Marin, Marielita Arce-Inga, Daniel Tineo

, Jorge A. Fernandez-Jibaja
, Victor H. Taboada-Mitma
, Héctor Cabrera-Hoyos, Juancarlos Cruz-Luis, Malluri Goñas:
Territorial zoning as a strategy for sustainable natural resource management in Cajamarca, Northwestern Peru. 103440 - Chih-Lin Liu, Wan-Yu Liu

:
Assessing tourism pressure on wildlife in a protected area: A social big data approach using photo-sharing data and species distribution modeling. 103441 - Nelson Jatel:

Testing social network metrics as proxies for governance performance: A simulation-based experiment in watershed management. 103442 - Nathan Fox

, Enrico Di Minin
, Neil Carter, Sabina Tomkins, Derek B. van Berkel:
Balancing accessibility and security: Safeguarding citizen-sourced biodiversity data in the age of AI and open-sourced software. 103443 - Eva M. Lansu, Valérie C. Reijers

, Freek Daniels, Rebecca K. James, Marjolijn J. A. Christianen
, Tjisse van der Heide:
Habitat mapping of coastal dunes with deep learning. 103444 - Theotime Colin

, Vasilis Dakos, Andrew B. Barron
, William G. Meikle, Eduardo G. Altmann, Tanya Latty:
Temperature as an early warning signal of honeybee colony failure. 103445 - Shoaib Ahmad Anees, Kaleem Mehmood, Mi Luo, Abdelgadir Abuelgasim, Shaoyan Pan, Fahad Shahzad

, Sultan Muhammad
, Waseem Razzaq Khan
:
Advancing forest fire burn severity and vegetation recovery assessments using remote sensing and machine learning approaches. 103446 - Fatemeh Rezaie

, Mahdi Eghbali, Mahdi Panahi, Mahyat Shafapour Tehrany
, Maryna Batur
, Hamidreza Moeini, Haluk Özener, Zahra Kalantari:
Advanced deep learning-based approaches for semantic segmentation in precise landslide detection and susceptibility assessment. 103447 - Thandeka E. Skosana, Karen J. Esler, Alanna J. Rebelo:

Exploring the trade-offs between spatial and spectral resolution in mapping invasive alien trees. 103448 - Ruchan Dong

, Bin Jiang, Wenjing Wu, Zhengrui Zhao, Hongjie Zhao, Qianyan Shen, Ya Liu, Haobin Luo:
Wavelet convolution and multi-scale attention for Chinese Herbal Medicine recognition. 103449 - Mateusz Zareba

, Tomasz Danek
:
A novel methodology for Explainable Artificial Intelligence integrated with geostatistics for air pollution control and environmental management. 103450 - Kristy M. McAndrew

, Joshua J. Granger, Samuel F. Ward:
Environmental niche model for the baldcypress leafroller, a significant defoliator of coastal forests, under current and projected climate scenarios. 103451 - Fusen Nan

, Xingxin Lu, Tianci Chen, Jianfei Yu, Xiaoqian Yang, Yanming Gong, Kaihui Li, Xiao-Bo Wang:
Mapping forage nutritional quality in temperate natural grasslands using interpretable machine learning. 103452 - Subi Lee, Go-Eun Kim, Woo-Jin Shin, Kwang-Sik Lee, Sungwook Choung, Jina Jeong:

Utilizing deep learning-based feature engineering for effective geographical origin subdivision and classification of environmental soil samples in South Korea. 103453 - Jorge Caiado, Mariana Marques:

Predicting wildfire occurrences in Portugal using machine learning classification models. 103455 - Matthew Noonan, Yuhong He, Daniel Nelson

, Haoxuan Ge
, Ryan Siu, Tim P. Duval:
Estimating seasonal fractional green and dead vegetation cover in rehabilitated ecosystems using drone remote sensing. 103456 - Anne C. Eichholtzer

, Thuy T. T. Nguyen, Lorenzo Galletta
, Hung S. Nguyen, Dean M. Corva, Duc Thanh Nguyen, Don A. Driscoll
:
Integrating AI technologies and citizen science to fast-track small and ectothermic animal monitoring. 103457 - Jérémy Rohmer:

Importance ranking of data and model uncertainties in quantile regression forest-based spatial predictions when data are sparse, imprecise and clustered. 103459 - Wenjing Guo, Qisheng Yu, Yue Yu, Youyi Tang, Nan Zeng, Chia-Ying Anderin Chuang, Yuelu Jiang:

Recent advances in dinoflagellate cyst: Integrating review with visual taxonomic perspectives. 103460 - João Rodrigo da Silva Martins, Hlynur Bárðarson, Jóhannes Guðbrandsson

, Hafsteinn Einarsson
:
Temporal aggregation of vision-language features for high-accuracy fish classification in automated monitoring. 103462 - Muhammad Farooq Hussain

, Xiaoliang Meng, Syed Fahim Shah, Xinkan Hu:
Ecological impact assessment and optimizing artificial neural network for land cover classification under the billion tree tsunami project. 103463 - Shuo Zhang, Haifeng Yuan, Yongxiang Zhou, Xiaomei Yang, Habiyaxi Huati, Tianchun Pu, Yongteng Huo, Xiushan Wu, Yadong Xue, Yunjia Wu, Bo Hu, Yuzhan Han, Yichen Yang, Youqing Ma, Shaochuang Liu:

Satellite tracking data for wild camels reveal the acceleration of suitable habitat shrinkage and fragmentation. 103465 - Susanna Karlqvist

, Jussi Juola
, Aarne Hovi, Sini-Selina Salko, Iuliia Burdun
, Miina Rautiainen
:
Soil moisture content of northern peatlands from close-range spectral data. 103466 - Georgia Fargetta

, Stefano Anile, Luigi Priano, Massimo Orazio Spata
, Alessandro Ortis
, Sebastiano Battiato:
Bridging AI and wildlife conservation: Classifying wildcats from genetically validated images. 103467 - Mehdi Jamei, Mumtaz Ali, Masoud Karbasi

, Aitazaz Ahsan Farooque, Saad Javed Cheema, Gurjit S. Randhawa, Syed Zubair Habib Gilani, Zaher Mundher Yaseen
:
Advancing long-term precipitation pattern forecasting in Atlantic Canada using successive variational mode decomposition, recursive LSTM, and graph-based feature selection. 103468 - Pengcheng Li, David Z. Zhu, James A. Crossman

:
Hydropower turbine-generated total dissolved gas supersaturation during synchronous condense operations. 103469 - Wendian Lai, Xiaolong Yu, Nengwang Chen, Caiyun Zhang

, Yufang Wu, Shuiying Huang, Lingling Li, Zhongping Lee:
Consistent nutrient mapping from Sentinel-2 and Sentinel-3 in nearshore waters: A case study in Xiamen Bay. 103470 - Javiera Boada-Campos, Felipe Lobos-Roco, Francisca Aguirre-Correa, Francisco Suárez

:
A machine learning-based analysis of actual evaporation predictors across different land covers in high-elevation drylands. 103471 - Yi-Cheng Qiu, Kung-Jeng Wang:

Deep learning model for detecting fish foraging movement and distance. 103472 - Danying Cao, Hong Yang, Cheng Guo, Yingyin Cheng, Wanting Zhang, Mijuan Shi

, Xiaoqin Xia:
ESC-YOLOv8-seg: A real-time non-destructive detection framework for small-target surface anomalies in zebrafish underwater monitoring. 103473 - Sumanta Das

, Bhagyasree Chatterjee, Malini Roy Choudhury, Suman Dutta, Bhabani Prasad Mondal, Amit Awasthi:
Synthetic aperture radar for a changing planet: A 25-year global synthesis in hazard assessment, urban development, and ecological applications. 103477 - Gianluca Manduca, Cesare Stefanini, Donato Romano:

Transfer entropy analysis reveals interaction dynamics between termite castes. 103416 - Alex Mathew

, Gnanappazham Lakshmanan:
Understanding the spatio-temporal dynamics of mangrove species of Bhitarkanika and Pichavaram ecosystems, India. 103454 - Jaap van der Meer

, Oscar Franken, Sander Glorius, Tjisse van der Heide, Karin Troost, Roy van Weerdenburg
:
Mapping habitat suitability of subtidal mussels Mytilus edulis in the Dutch western Wadden Sea. 103458 - Christian Simeoni, Elisa Furlan, Angelica Bianconi

, Vuong Hung Pham, Sebastiano Vascon, Rémy Simide, Antonio Marcomini, Andrea Critto:
The big picture: appraising the risk of cumulative impacts on seagrass meadows in the Mediterranean Sea. 103461 - Aline da Silva Cerqueira

, Robin Freeman, Richard A. Phillips, Terence P. Dawson:
Automated classification of albatross acoustic behaviour at sea: A free and open-source classifier for seabird sounds. 103474 - Filipe Gomes de Almeida

, Adrian Baggström, Tobias Andermann:
Estimating national Red List statuses for fungi in Sweden - An improved deep learning approach to account for unbalanced data. 103476 - Joni Downs:

Optimizing point count survey locations with viewshed analysis and integer programming: A geospatial approach to wildlife detectability. 103478 - Arjun Thapa, Niroj Aryal, Michele L. Reba:

Machine learning models for water quality: Predicting pollutant loads and assessing conservation practice's effectiveness in agricultural fields. 103479 - Yulia Gorodetskaya, Rodrigo Oliveira Silva, Lucas Henrique Nogueira, Angela Gorgoglione, Matteo Bodini

, Celso B. M. Ribeiro, Leonardo Goliatt
:
Machine-learning optimized wavelet framework for multi-scale streamflow forecasting to enhance water-resource management. 103480 - Jaegwan Park, Taeseung Park, Dogeon Lee, Jihoon Shin, Kyunghyun Kim, Jonggyu Jung, Hongtae Kim, YoonKyung Cha:

Generalizable deep learning forecasting of harmful algal blooms using transfer learning across river systems. 103481 - Muhsan Ali Kalhoro, Veeranjaneyulu Chinta, Muhammad Tahir, Shaikh Sanaullah, Aidah Baloch, Tahir Mehmood, Saima Bashir, Zhenlin Liang, Jun Song:

Machine learning-based prediction and forecasting of chlorophyll-a in the northern Indian Ocean using satellite data. 103482 - Morane Clavel-Henry, Sascha Flögel, Daniel Mihai Toma, Gerard Llorach Tó, Nixon Bahamon

, Giacomo Picardi, Marco Francescangeli, Juliana Quevedo
, Nathan J. Robinson, Michele Ferrari, Damianos Chatzievangelou
, Antoni Sánchez-Márquez
, Paula Espina, Jordi Ribera-Altimir
, Luca Mirimin, Seonock Woo, Tim W. Nattkemper
, Emanuela Fanelli, Cristina Gambi, Silvia Gallegati
, Francesca Marcellini, Pascuale De Luca, Sergio Stefanni, Vignesh G. Menon, Jan-Eike Rossius, Ander M. de Lecea, Corrado Costa, Jacopo Aguzzi:
A roadmap for designing a virtual interface to explore a digital twin of the oceans for marine ecosystems monitoring. 103483 - Jonathan Gallego

, Maria J. Guerrero, Juan M. Daza, Claudia Isaza, José David López:
Detecting labeling errors in bioacoustics through dimensionality reduction and clustering techniques. 103484 - Emilce Soledad Martinez, Eva Tejada-Gutiérrez, Albert Sorribas, Jordi Mateo-Fornés, Francesc Solsona, Raquel Defacio, Rui Alves:

Multimodal data integration to model, predict, and understand changes in plant biodiversity: a systematic review. 103485 - Jing Zhao, Chenggong Zhang, Xiaoxue Liu, Wei Tang, Chunxia Gao, Jin Ma, Wen Ma:

Environmental responses and interspecific associations of marine fishes revealed by HMSC: A case study in the offshore waters of southern Zhejiang, China. 103486 - Sylvanus Mensah

, Florent Noulèkoun, Valère Kolawolé Salako, Kangbéni Dimobe, Jonathan P. Sheppard, Achille Assogbadjo, Romain Glèlè Kakaï, Thomas Seifert:
Legacy effects of fire on tree diversity, structure and aboveground carbon in tropical semi-arid naturally assembled communities. 103487 - Elia Vangi, Daniela Dalmonech

, Giovanni D'Amico, Elisa Grieco, Mauro Morichetti, Paulina F. Puchi, Saverio Francini, Silvano Fares, Francesca Giannetti, Piermaria Corona
, Roberto Barbetti, Gherardo Chirici, Alessio Collalti
:
Monitoring forest attributes, C-fluxes, and C-stocks using the process-based model 3D-CMCC-FEM at the National level. 103489 - Zhongxiang Sun, Pengfei Fu, Yaping Chen, Fanghao Wan, Gao Hu, Furong Gui

:
Employing genome-wide association studies and machine learning to accurately identify Eastern and Western migratory pathways of Spodoptera frugiperda in China via key molecular markers. 103490 - Roee Diamant, Eyal Cohen, Ilan Shachar, Dror Kipnis, Nikola Miskovic, Ziv Zemah Shamir

, Peleg Itay, Danny Morick:
A data-driven approach to compare behavioral and physiological metrics of gilthead sea bream exposed to playback ship noise to a control group. 103491 - Yuanqi Shan, Yunlong Yao, Zhihui Wang, Yi Fu, Lei Wang, Wenji Wang, Xuguang Zhang, Huaihu Yi, Yuna Liu:

Trait prediction in rare marsh plants: A PLSR modeling framework using dominant families and sample size thresholds. 103492 - Rosanne J. Michielsen, Dominika Koprowska, Grzegorz Mikusinski, Michal Walesiak

, Marcin Zegarek, Michal Zmihorski, Michal Budka:
The effectiveness of ecoacoustic indices in representing bird species richness relies on technical parameters. 103493 - Maha Assarzadeh, Pajam Atufi, Maximilian Eibl, Stefan Kahl:

Investigating misclassification in bird sounds: The adverse effect of label noise on BirdNET. 103494 - Jessica L. Duttenhefner

, Abdelrahman Ahmed ElSaid
, Page E. Klug
:
Machine learning to detect, classify, and count blackbirds damaging agriculture using drone-based imagery: Supporting AI-driven automation for deployment of damage management tools. 103495 - Daniel Moya, Esther Peña-Molina

, Anabel Morales, Alejandro Martínez
, M. Julia Flores, Juan Jose Pardo, Fernando Chico, Jorge de las Heras:
SEVERIA: A conceptual online tool to assess potential burn severity of wildfires in Mediterranean forests. 103496 - Dávid D. Kovács, Emma De Clerck

, Jochem Verrelst
:
PyEOGPR: A Python package for vegetation trait mapping with Gaussian Process Regression on Earth observation cloud platforms. 103497 - Kun Li, Junsan Zhao, Guoping Chen, Yilin Lin:

Coupling response mechanisms of land use conflicts and ecosystem health using the GWRF-SHAP model: A structural and functional perspective. 103498 - Marta Román Ruiz

, Claudio Rossi
:
Automated detection of 20 Hz fin whale calls using computer vision techniques. 103499 - Albert Ciceu

, Hasan Aksoy
, Ovidiu Badea, Bronson P. Bullock, Jacinta Ukamaka Ezenwenyi, Jose Javier Gorgoso-Varela, Stefan Leca, Thomas Ledermann, Harri Mäkinen, Friday N. Ogana, Sheng-I Yang
, Lauri Mehtätalo:
Comparing machine learning algorithms for simultaneous prediction of tree diameter distribution percentiles. 103500 - Taner Yildiz, Alessandro Galdelli, Nurdan Cömert

, Adriano Mancini, Anna Nora Tassetti
:
Characterizing pelagic pair trawl partnerships using coordination metrics and behavior classification in the Black Sea. 103501 - Matthieu Authier, Anita Gilles

:
Integration of indicator outcomes for assessing good environmental status: A model-based approach. 103502 - Lihua Lan, Zhenbo Wang, Fei He:

Drivers of ecosystem soil water stress response revealed by critical soil moisture thresholds. 103503 - Hayden Freedman

, Angela J. Rigden, André van der Hoek, Bill Tomlinson:
The climate econometrics toolkit. 103504 - Thomas G. Orton, Kelly Bryant, Diane E. Allen:

A pixel-twinning approach for assessing additionality: a case study of human-induced regeneration projects. 103505 - Xiaojin Qian

, Jiarong Yan, Liangyun Liu:
Assessment of vegetation indices for estimating leaf chlorophyll content in sparse canopies. 103506 - Jussi Juola

, Jaan Rönkkö, Aarne Hovi, Miina Rautiainen
:
Biophysical variables of tree canopies in northern peatlands from hyperspectral EnMAP imagery. 103507 - Chiara Zabeo

, Mulatu Mengist
, Olakunle Joshua Ogunyemi, Anna Barbati:
Unveiling short-term variability in post-fire recovery of Mediterranean vegetation with Sentinel-2 time series analysis. 103508 - Jianwei Fan

, Xiuling Yu, Liwei Ke, Qingyao Li, Zhi Li, Rongguo Zhao, Xiangyang Du, Jiuchun Yang:
Classification of vegetation types in saline-alkali grassland of the Songnen Plain using multispectral UAV imagery and ensemble learning. 103509 - Neda Trifonova

, Juliane Wihsgott
, Beth E. Scott
:
Propagating uncertainty from physical and biogeochemical drivers through to top predators in dynamic Bayesian ecosystem models improves predictions. 103510 - Atif Sultan, Lyes Saad Saoud, Mahmoud Elmezain, Mohamed Heshmat, Lakmal D. Seneviratne, Irfan Hussain:

Autonomous robotic systems for coral reef monitoring: Review and open research issues. 103511 - Xuan Zhao, Qian Tan, Taixia Wu, Yanpeng Cai, Kangning Sun:

Detecting cropland abandonment and intentional afforestation using MODIS and landsat across agroclimatic zones. 103512 - Aristides Moustakas, Ioannis N. Vogiatzakis

:
Topography, climate, land cover, and biodiversity: Explaining endemic richness on a Mediterranean island with machine learning. 103513 - Valeria Aloisi, Sergio Noce, Italo Epicoco

, Cristina Cipriano
, Massimo Cafaro, Giuseppe Brundu
, Lorenzo Arcidiaco
, Donatella Spano, Giovanni Aloisio, Simone Mereu
:
Application of association rule mining to assess forest species distribution in Italy considering abiotic and biotic factors. 103514 - Jelena Culic Gambiroza

, Ivana Nizetic Kosovic, Marin Ordulj
, Nikolina Baumgartner, Damir Ivankovic, Ana Vrdoljak Tomas, Slaven Jozic:
Beach oriented models for estimating bathing water quality. 103515 - Hongwei Zhu, Weiwei Ling, Huabiao Yan, Xinghai Zhong, Feng Liao:

YOLO-MP: A lightweight forest fire detection model. 103516 - Christian Vogelmann, Christian Schock, Marius Feilhauer, Herwig Stibor, Michael Schubert:

Automatic fish scale analysis: age determination, annuli and circuli detection, length and weight back-calculation of coregonid scales. 103517 - Tianyu Song, Van-Doan Duong

, Thi-Phuong Le, Ton Viet Ta:
Deep learning for automated identification of Vietnamese timber species: A tool for ecological monitoring and conservation. 103518 - Gyubo Jeon, Chaeyoon Cho, Kwanchul Kim, Woosuk Choi:

Deep-learning-based wildfire occurrence prediction with human factors in Gangwon Province, South Korea. 103519 - Muhammad Aamir, Matthew Wijers, Andrew Loveridge, Andrew Markham:

A robust metric distance and height estimation pipeline for wildlife camera trap imagery. 103520 - Diana Koldasbayeva

, Alexey Zaytsev
:
Foundation for unbiased cross-validation of spatio-temporal models for Species Distribution Modeling. 103521 - Bryanna A. H. Sherbo

, Marianne Marcoux, Cortney A. Watt:
Use of optical satellite imagery to estimate abundance of Narwhal (Monodon monoceros) in Makinson Inlet in the Canadian high Arctic. 103525 - Surendra Maharjan, Wenzhao Li, Rejoice Thomas, Shahyar Fazli, Arshad Ansari, Hesham Morgan

, Ali Elgendy
, Mohamed Allali, Hesham M. El-Askary:
Physics-informed deep learning reveals climate-driven snowpack decline and threatens ecological water availability in a Californian snow-fed catchment. 103526 - Nan Chen

, E. R. Jasper Wubs, Doina Bucur:
Dragon: Data-driven causal discovery for soils in the presence of latent and discrete variables. 103527 - Kavi Raj Awasthi

, Nilesh Timilsina, David R. Coyle, Denita Hadziabdic, Federico Iuricich
, William E. Klingeman, Marcin Nowicki, Brook T. Russell, Jessica A. Hartshorn:
Detection and classification of invasive Callery pear from multisource satellite imageries in Google Earth Engine. 103529 - Saeid Shabani, Abolfazl Jaafari, Ali Asghar Vahedi, Masoud Alidoost, Shahryar Sobhzahedi, Akram Ahmadi, Aiding Kornejady, Esmaeil Silakhori:

Spatially explicit machine learning reveals province-specific drivers of deforestation in the Hyrcanian forests. 103533 - Novia Arinda Pradisty

, Michael Schlund
, Erik M. Horstman
, Louise Willemen:
Estimating canopy height and aboveground biomass in tropical mangrove restoration areas through multisource remote sensing. 103522 - Anas M. Ali

, Bilel Benjdira, Wadii Boulila
:
Perceptual dehazing of remote sensing images using global attention and Laplacian-Guided GANs for environmental applications. 103524 - Rui He, Qianna Wang, Kaixi Liu, Xiangyun Shi, Xiaohuan Jiang:

Impacts of climatic factors and landscape patterns on megacity carbon sink in the mountain-basin transition region: A study based on the XGBoost-SHAP model in Chengdu, China. 103528 - Dipesh Oli, Buddhi R. Gyawali, Suraj Upadhaya, Maheteme Gebremedhin, Demetrio Zourarakis, Bharat Pokharel

:
Assessment of long-term ecological impact in lower Levisa Watershed: A remote sensing-based approach. 103530 - Shaozhong Zhang

, Pengfei Shao, Haidong Zhong, Yaohui Wu, Chenjie Du:
Biomass estimation in shrimp aquaculture using multimodal deep learning approaches. 103531 - Adilan W. Mahdiyasa, Melly Melly, Udjianna S. Pasaribu, Muh Taufik

, Bagus P. Muljadi:
Peatfr: An R package to forecast tropical peatland fire risk with stochastic, machine learning, and optimisation methods. 103532 - Ali Elgendy

, Hesham Morgan
, Brandon Tran
, Rejoice Thomas, Tamer Ismail, Yehya Kh. Shehadeh, Ahmed Elgharib
, Ahmed Abdullah Al-Dughairi, Ali El Mubarak, Khaled Allam Harhash, Hesham Mohamed El-Askary:
Harnessing hyperspectral imaging and deep learning for terrestrial habitat mapping in arid landscapes: A case study in Saudi Arabia. 103534

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