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ORCIDEcological Informatics, Volume 78
Volume 78, December 2023
- Ana Ceia-Hasse, Carla A. Sousa, Bruna R. Gouveia, César Capinha:
Forecasting the abundance of disease vectors with deep learning. 102272 - Thu Huong Truong, Huu Du Nguyen, Thi Quynh Anh Mai, Hoang Long Nguyen, Tran Nhat Minh Dang, Thi-Thu-Hong Phan:
A deep learning-based approach for bee sound identification. 102274 - Yuting Shao, Yi Xiao, Xuyang Kou
, Weiguo Sang:
Sustainable land use scenarios generated by optimizing ecosystem distribution based on temporal and spatial patterns of ecosystem services in the southern China hilly region. 102275 - Mohammad Marjani, Seyed Ali Ahmadi, Masoud MahdianPari:
FirePred: A hybrid multi-temporal convolutional neural network model for wildfire spread prediction. 102282 - Kaya Kuru, Stuart Clough, Darren Ansell, John McCarthy, Stephanie McGovern:
Intelligent airborne monitoring of irregularly shaped man-made marine objects using statistical Machine Learning techniques. 102285 - Awais Shakoor, Gadah Albasher, Taimoor Hassan Farooq:
Climate change on the brink: Time for urgent action. 102286 - Shreesha Surathkal, Manohara M. M. Pai, Radhika M. Pai, Ujjwal Verma:
Pattern detection and prediction using deep learning for intelligent decision support to identify fish behaviour in aquaculture. 102287 - Frank Fundel, Daniel A. Braun, Sebastian Gottwald:
Automatic bat call classification using transformer networks. 102288 - Li-Chih Ho:
LaDeco: A tool to analyze visual landscape elements. 102289 - Liyuan Zhang, Zhenfu Wu, Xiaomei Sun, Junying Yan, Yueqi Sun, Jie Chen:
Mapping topsoil pH using different predictive models and covariate sets in Henan Province, Central China. 102290 - Guilherme Frainer, Emmanuel Dufourq, Jack Fearey, Sasha Dines, Rachel Probert, Simon Elwen, Tess Gridley:
Automatic detection and taxonomic identification of dolphin vocalisations using convolutional neural networks for passive acoustic monitoring. 102291 - Yan Guo, Xijun Lai, Min Gan:
Cyanobacterial biomass prediction in a shallow lake using the time series SARIMAX models. 102292 - Xinyue Ma, Jun Yang, Dongqi Sun, Rui Zhang, Xiangming Xiao, Jianhong Cecilia Xia:
Fine allocation of sectoral carbon emissions at block scale and contribution of functional zones. 102293 - Abdelkrim Bouasria, Yassine Bouslihim, Surya Gupta, Ruhollah Taghizadeh-Mehrjardi, Tomislav Hengl:
Predictive performance of machine learning model with varying sampling designs, sample sizes, and spatial extents. 102294 - Sujatha M, Jaidhar C. D., Mallikarjuna Lingappa:
1D convolutional neural networks-based soil fertility classification and fertilizer prescription. 102295 - R. Karthik, Sameeha Hussain, Timothy Thomas George, Rashmi Mishra:
A dual track deep fusion network for citrus disease classification using group shuffle depthwise feature pyramid and Swin transformer. 102302 - Mohammad Jahanbakht, Mostafa Rahimi Azghadi, Nathan J. Waltham:
Semi-supervised and weakly-supervised deep neural networks and dataset for fish detection in turbid underwater videos. 102303 - Wenjie Liu, Huade Guan, Patrick A. Hesp, Okke Batelaan:
Remote sensing delineation of wildfire spatial extents and post-fire recovery along a semi-arid climate gradient. 102304 - Md. Abrar Istiak, M. M. Mahbubul Syeed, Md Shakhawat Hossain, Mohammad Faisal Uddin, Mahady Hasan, Razib Hayat Khan, Nafis Saami Azad:
Adoption of Unmanned Aerial Vehicle (UAV) imagery in agricultural management: A systematic literature review. 102305 - Nicolás Bono Rosselló, Luca Rossini, Stefano Speranza, Emanuele Garone:
Towards pest outbreak predictions: Are models supported by field monitoring the new hope? 102310 - Yantong Chen, Yang Liu, Jialiang Wang, Yanyan Zhang, Yu Bai:
Accurate detection of microalgae in ship ballast water: An innovative computer vision strategy. 102311 - David Coleman, Rachael V. Gallagher, Daniel Falster, Herve Sauquet, Elizabeth Wenk:
A workflow to create trait databases from collections of textual taxonomic descriptions. 102312 - Gang Sun, Tonghai Liu, Hang Zhang, Bowen Tan, Yuwei Li:
Basic behavior recognition of yaks based on improved SlowFast network. 102313 - Narumasa Tsutsumida, Shuya Funada:
Mapping cherry blossom phenology using a semi-automatic observation system with street level photos. 102314 - Qian Sun, Liping Chen, Xiaohe Gu, Sen Zhang, Menglei Dai, Jingping Zhou, Limin Gu, Wenchao Zhen:
Estimation of canopy nitrogen nutrient status in lodging maize using unmanned aerial vehicles hyperspectral data. 102315 - Yijun Guo, Jincheng Liu, Xue Yang, Chao Gao, Qiang Yu:
A new decision-making method for the renewal of agricultural irrigation wells: A case study of Songzhuang town, Tongzhou District, Beijing. 102316 - Kritish De, Arvind Kumar Dwivedi:
Systematic review of free and open source software (FOSS) employed in ecomorphological studies with recommendations for user-friendly developments. 102317 - Danilo Lombardi, Kristina Micalizzi, Marcello Vitale:
Assessing carbon and water fluxes in a mixed Mediterranean protected forest under climate change: An integrated bottom - up and top - down approach. 102318 - Jisung Geba Chang:
Biodiversity estimation by environment drivers using machine/deep learning for ecological management. 102319 - Yuan Yang, Ge Jiao, Jiahao Liu, Weichen Zhao, Jinhua Zheng:
A lightweight rice disease identification network based on attention mechanism and dynamic convolution. 102320 - Jia Wang, Shigeru Tabeta:
Four-channel generative adversarial networks can predict the distribution of reef-associated fish in the South and East China Seas. 102321 - Fangyu Gao, Tonghai Liu, Hai Wang, Hongxiao Shi, Chuangchuang Yuan, Shuang Song, Bagen HaSi, Xinhong Wu:
Spatial and temporal variation patterns of summer grazing trajectories of Sunit sheep. 102322 - Zhou Zou, Munir Ahmad:
Economic digitalization and energy transition for green industrial development pathways. 102323 - Hafez Ahmad, Mohammed Abdallah, Felix Jose, Hussam Eldin Elzain, Md. Simul Bhuyan, Darren James Shoemaker, S. Selvam:
Evaluation and mapping of predicted future land use changes using hybrid models in a coastal area. 102324 - Endre Moen, Rune Vabø, Szymon Smolinski, Côme Denechaud, Nils Olav Handegard, Ketil Malde:
Age interpretation of cod otoliths using deep learning. 102325 - Timo Haselhoff, Tobias Braun, André Fiebig, Jonas Hornberg, Bryce T. Lawrence, Norbert Marwan, Susanne Moebus:
Complex networks for analyzing the urban acoustic environment. 102326 - Wyatt Joseph Petersen, Tommaso Savini:
Lowland forest loss and climate-only species distribution models exaggerate a forest-dependent species' vulnerability to climate change. 102327 - Pensiri Akkajit, Arsanchai Sukkuea, Boonnisa Thongnonghin:
Comparative analysis of five convolutional neural networks and transfer learning classification approach for microplastics in wastewater treatment plants. 102328 - ZhengSheng Li, YuShou Ma, YanLong Wang, Ying Liu:
Multi-scale biomass estimation of an alpine desert shrub based on relative cover: A case study of Asterothamnus centraliasiaticus in the Qaidam Desert on the Qinghai-Tibet Plateau. 102329 - Victoria Nolan, Nathan Wilhite, Paige E. Howell, Richard B. Chandler, Dallas Ingram, John M. Yeiser, Chris Scott, James A. Martin:
Distance sampling and spatial capture-recapture for estimating density of Northern Bobwhite. 102330 - Roohollah Noori, R. Iestyn Woolway, Changhyun Jun, Sayed M. Bateni, Danial Naderian, Sadegh Partani, Mohsen Maghrebi, Merja Pulkkanen:
Multi-decadal change in summer mean water temperature in Lake Konnevesi, Finland (1984-2021). 102331 - Abdesslam Chai-allah, Nathan Fox, Fritz Günther, Fadila Bentayeb, Gilles Brunschwig, Sandro Bimonte, Frederic Joly:
Mining crowdsourced text to capture hikers' perceptions associated with landscape features and outdoor physical activities. 102332 - Ali Azedou, Aouatif Amine, Isaya Kisekka, Said Lahssini, Youness Bouziani, Said Moukrim:
Enhancing Land Cover/Land Use (LCLU) classification through a comparative analysis of hyperparameters optimization approaches for deep neural network (DNN). 102333 - He Gong, Tianye Luo, Lingyun Ni, Ji Li, Jie Guo, Tonghe Liu, Ruilong Feng, Ye Mu, Tianli Hu, Yu Sun, Ying Guo, Shijun Li:
Research on facial recognition of sika deer based on vision transformer. 102334 - Srishti Gwal, Stutee Gupta, Dipaka Ranjan Sena, Sarnam Singh:
Geospatial modeling of hydrological ecosystem services in an ungauged upper Yamuna catchment using SWAT. 102335 - Yanru Zhou, Kaiji Xu, Zhe Feng, Kening Wu:
Quantification and driving mechanism of cultivated land fragmentation under scale differences. 102336 - Yohei Miura, Hiroomi Imamoto, Yasuhiro Asada, Masaki Sagehashi, Michihiro Akiba, Osamu Nishimura, Daisuke Sano:
Prediction of algal bloom using a combination of sparse modeling and a machine learning algorithm: Automatic relevance determination and support vector machine. 102337 - Huanhua Peng, Haonan Xia, Qian Shi, Zihan Tang, Hao Chen:
Monitoring of wetland cover changes in protected areas to trade-offs between ecological conservation and food security: A case study from the Dongting Lake, China. 102338 - Naixin Cao, Fei Zhang, Changjiang Liu, Ngai Weng Chan, Mou Leong Tan, Jingchao Shi, Xingwen Lin:
Spatio-temporal analysis of colored dissolved organic matter over Ebinur Lake in Xinjiang, China. 102339 - Zhe Tang, Jiajia Lu, Zhengyun Chen, Fang Qi, Lingyan Zhang:
Improved Pest-YOLO: Real-time pest detection based on efficient channel attention mechanism and transformer encoder. 102340 - Bruna Alberton, Swanni T. Alvarado, Ricardo da Silva Torres, Geraldo Wilson Fernandes, Leonor Patricia C. Morellato:
Monitoring immediate post-fire vegetation dynamics of tropical mountain grasslands using phenocameras. 102341 - Carmine Massarelli, Claudia Campanale, Mariangela Triozzi, Vito Felice Uricchio:
Dynamics of pesticides in surface water bodies by applying data mining to spatiotemporal big data. A case study for the Puglia Region. 102342 - Haiwang Zhang, Shipeng Yang, Xiaoqiang Wei, Lihui Wang, Xuemei Sun, Zhiqiang Hou, Qiwen Zhong, Wenhui Liu:
Forecasting the favorable growth conditions and suitable regions for chicory (Cichorium intybus L.) on the Qinghai plateau under current climatic conditions. 102343 - Ronnie S. Concepcion, Marielet Guillermo, Susanne E. Tanner, Vanessa F. Fonseca, Bernardo Duarte:
BivalveNet: A hybrid deep neural network for common cockle (Cerastoderma edule) geographical traceability based on shell image analysis. 102344 - Pengfan Zhu, Gang Liu, Jing He:
Spatio-temporal variation and impacting factors of NPP from 2001 to 2020 in Sanjiangyuan region, China: A deep neural network-based quantitative estimation approach. 102345 - Mohanad Abdelgadir, Randa Alharbi, Monif AlRashidi, Abdulaziz Alatawi, Sara Sjöling, Patrik Dinnétz:
Distribution of denitrifiers predicted by correlative niche modeling of changing environmental conditions and future climatic scenarios across the Baltic Sea. 102346 - Joel Segarra, José Luis Araus, Shawn C. Kefauver:
Suitability mapping and management monitoring in Castilian organic and conventional wheat fields with Sentinel-2 and spatial data. 102347 - Qiyu Guo, Shouhang Du, Jinbao Jiang, Wei Guo, Hengqian Zhao, Xuzhe Yan, Yinpeng Zhao, Wanshan Xiao:
Combining GEDI and sentinel data to estimate forest canopy mean height and aboveground biomass. 102348 - Giorgos Mallinis, Sevasti Chalkidou, Themistoklis Roustanis, Ioannis P. Kokkoris, Irene Chrysafis, Ion Anastasios Karolos, Dimitra Vagiona, Alexandra Kavvadia, Panayotis Dimopoulos, Ioannis D. Mitsopoulos:
A national scale web mapping platform for mainstreaming ecosystem services in Greece. 102349 - Xin Chen, Li He, Fang Luo, Zhengwei He, Wenqian Bai, Yixian Xiao, Zhifei Wang:
Dynamic characteristics and impacts of ecosystem service values under land use change: A case study on the Zoigê plateau, China. 102350 - Vahid Nasiri, Hadi Beygi Heidarlou, Ahmad Abbasnezhad Alchin, Fardin Moradi, Soroor Rahmanian, Samaneh Afshari, Carmen Maftei, Verena C. Griess:
How do conservation policies, climate and socioeconomic changes impact Hyrcanian forests of northern Iran? 102351 - Taia Soufiane, Andrea Scozzari, Erraioui Lamia, Malika Kili, Abdelaziz Mridekh, Haida Souad, Chao Jamal, Bouabid el Mansouri:
Comparing the ability of different remotely sensed evapotranspiration products in enhancing hydrological model performance and reducing prediction uncertainty. 102352 - Xing Wang, Wei Yang, Yu Yang, Min Huang, Qibing Zhu:
Identification of tomato bacterial wilt severity based on hyperspectral imaging technology and spectrum Transformer network. 102353 - Pankaj R. Kaushik, Christopher E. Ndehedehe, Ikechukwu Kalu, Ryan M. Burrows, Mark R. Noll, Mark J. Kennard:
Identifying potential hotspots of groundwater-climate interaction in the Great Artesian Basin, Australia. 102354 - Nasim Hossein Hamzeh, Karim Shukurov, Kaveh Mohammadpour, Dimitris G. Kaskaoutis, Abbas Ranjbar Saadatabadi, Himan Shahabi:
A comprehensive investigation of the causes of drying and increasing saline dust in the Urmia Lake, northwest Iran, via ground and satellite observations, synoptic analysis and machine learning models. 102355 - Helton H. Biscaro, Adiginton J. K. Ferreira, Fátima L. S. Nunes, Jesús Eduardo Ortega Chinchilla, Carlos A. Navas:
Flexible simulation of animal thermoregulatory behavior in three-dimensional synthetic environments from thermal and optical images. 102356 - Athanasios Trantas, Ruduan Plug, Paolo Pileggi, Elena Lazovik:
Digital twin challenges in biodiversity modelling. 102357 - Alper Ugurluoglu, Hakan Uyguçgil:
Assessing performance of spatial statistical stream network models in predicting alkalinity: A comparative study of two river basins in Türkiye. 102358 - Feodor Lobyrev, Colin P. Gallagher, Pavel Emeliyanenko:
A mathematical model predicting the abundance and spatio-temporal dispersal of adfluvial salmonid (Salvelinus malma) fry in a stream. 102359 - Nicolas Le Guillarme, Mickael Hedde, Anton M. Potapov, Carlos A. Martínez-Muñoz, Matty P. Berg, Maria J. I. Briones, Irene Calderón-Sanou, Florine Degrune, Karin Hohberg, Camille Martinez-Almoyna, Benjamin Pey, David J. Russell, Wilfried Thuiller:
The Soil Food Web Ontology: Aligning trophic groups, processes, resources, and dietary traits to support food-web research. 102360 - A. S. M. Mahmudul Hasan, Dean Diepeveen, Hamid Laga, Michael G. K. Jones, Ferdous Sohel:
Image patch-based deep learning approach for crop and weed recognition. 102361 - Filippo Sarvia, Samuele De Petris, Enrico Borgogno Mondino:
Mapping melliferous potential in productive honey areas through spatial tools: Towards a rationalization of beekeeping. 102362 - Ellen L. White, Holger Klinck, Jonathan M. Bull, Paul R. White, Denise Risch:
One size fits all? Adaptation of trained CNNs to new marine acoustic environments. 102363 - Falk Huettmann, László Kövér, Richard Robold, Mark Spangler, Moriz Steiner:
Model-based prediction of a vacant summer niche in a subarctic urbanscape: A multi-year open access data analysis of a 'niche swap' by short-billed Gulls. 102364 - Rômullo Oliveira Louzada, Ivan Bergier, Fabio de Oliveira Roque:
The first inventory of gullies in the Upper Taquari River Basin (Brazil) and its agreement with land use classes. 102365 - Sanjay Kumar Gupta, Shivam Kumar Yadav, Sanjay Kumar Soni, Udai Shanker, Pradeep Kumar Singh:
Multiclass weed identification using semantic segmentation: An automated approach for precision agriculture. 102366 - Luara Tourinho, Barry Sinervo, Gabriel Henrique de Oliveira Caetano, Nina Attias, Mariana M. Vale:
Impacts of climate change on slow metabolism mammals: An ecophysiological perspective. 102367 - Saleheh Erfani Nasab, Isabelle D. Wolf, Jafar Kambouzia, Fatemeh Sadat Aghamir, Hossein Sargazi, Mohammad Reza Nazari, Hassan Esmaeilzadeh, Seyed Mohammad Moein Sadeghi:
Waterless wetlands, as a new source of wind erosion: Developing remediation strategies for the Hamoon Wetland in Iran. 102368 - Kakkara Athira, Raghunathan Nair Jaishanker, Sajeev C. Rajan, Vinay Kumar Dadhwal:
Remote sensing of flowers. 102369 - Jiyi Jang, Ather Abbas, Hyein Kim, Chaeyoung Rhee, Seung Gu Shin, Jong Ahn Chun, Sangsoo Baek, Kyung Hwa Cho:
Prediction and interpretation of pathogenic bacteria occurrence at a recreational beach using data-driven algorithms. 102370 - Shulei Wang, Katsunori Mizuno, Shigeru Tabeta, Kei Terayama, Shingo Sakamoto, Yusuke Sugimoto, Kenichi Sugimoto, Hironobu Fukami, Lea A. Jimenez:
An efficient segmentation method based on semi-supervised learning for seafloor monitoring in Pujada Bay, Philippines. 102371 - Hernan Bocaccio, Marisol Domínguez, Bettina Mahler, Juan C. Reboreda, Gabriel B. Mindlin:
Identification of dialects and individuals of globally threatened yellow cardinals using neural networks. 102372 - Mani Murali R., Reshma K. N., Santhosh Kumar S., Ritesh Agrawal, Ratheesh Ramakrishnan, Sreejith K. M., A. S. Rajawat:
Land subsidence studies in the Godavari Delta regions of the East coast of India using ALOS and Sentinel 1 data. 102373 - Abhishek Chakraborty, M. Sekhar, Lakshminarayana Rao:
The fate of vegetation carbon stocks of India: Insights from a remote-sensed evaluation of carbon use efficiency. 102374 - Gemma Gerber, Ben Brooker, Ursula M. Scharler:
Automated workflow for incorporation and evaluation of data uncertainty in ecological networks with autoLIMR. 102375 - Salim Heddam, Khaled Merabet, Salah Difi, Sungwon Kim, Mariusz Ptak, Mariusz Sojka, Mohammad Zounemat-Kermani, Özgür Kisi:
River water temperature prediction using hybrid machine learning coupled signal decomposition: EWT versus MODWT. 102376 - Haoxin Li, Frank Yonghong Li, Jingpeng Guo, Xiaotian Gao:
An improved dynamic threshold method for determining the start of the vegetation greening season in remote sensing monitoring: The case of Inner Mongolia. 102378 - Stanislaw Pagacz, Julia Witczuk:
Estimating ground surface visibility on thermal images from drone wildlife surveys in forests. 102379 - Ngoc-Dung Do, Hau Duc Tran:
Combining a deep learning model with an optimization algorithm to detect the dispersal of the early stages of spotted butterfish in northern Vietnam under global warming. 102380 - He Jiachen, Jing He, Gang Liu, Weile Li, Li Zhe, Li Zhi:
Inversion analysis of soil nitrogen content using hyperspectral images with different preprocessing methods. 102381 - Rangel S. Marinho, Alysson A. N. Silva, Clíssia B. Mastrangelo, Ana J. Prestes, Maria de L. Z. Costa, Claudio F. M. Toledo, Thiago Mastrangelo:
Automatic classification of parasitized fruit fly pupae from X-ray images by convolutional neural networks. 102382 - Luca Ciampi, Valeria Zeni, Luca Incrocci, Angelo Canale, Giovanni Benelli, Fabrizio Falchi, Giuseppe Amato, Stefano Chessa:
A deep learning-based pipeline for whitefly pest abundance estimation on chromotropic sticky traps. 102384 - Shangrui Zhao, Zhen Yang, Shaotong Zhang, Jinran Wu, Zixi Zhao, Dong-Sheng Jeng, You-Gan Wang:
Predictions of runoff and sediment discharge at the lower Yellow River Delta using basin irrigation data. 102385 - Marzieh Mokarram, Abdol Rassoul Zarei:
Soil erosion prediction using Markov and CA-Markov chains methods and remote sensing drought indicators. 102386 - Firat Erdem, Onur Can Bayrak:
Evaluating the effects of texture features on Pinus sylvestris classification using high-resolution aerial imagery. 102389 - Parisa Panahi, Abolfazl Jaafari, Hasan Asgari, Mehdi Pourhashemi, Maryam Hasaninejad:
Comparing water requirements of urban landscape plants in an arid environment: An application of the WUCOLS method in the National Botanical Garden of Iran. 102390
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