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Ecological Informatics, Volume 61
Volume 61, March 2021
- Stevanche Nikoloski
, Dragi Kocev
, Jurica Levatic, David P. Wall, Saso Dzeroski
:
Exploiting partially-labeled data in learning predictive clustering trees for multi-target regression: A case study of water quality assessment in Ireland. 101161 - Yuko Maegawa, Yuji Ushigome, Masato Suzuki, Karen Taguchi, Keigo Kobayashi, Chihiro Haga
, Takanori Matsui
:
A new survey method using convolutional neural networks for automatic classification of bird calls. 101164 - Jozo Dujmovic, William L. Allen III:
Soft computing logic decision making in strategic conservation planning for water quality protection. 101167 - Jean-Sébastien Pierre, Maurice Hullé, Jean-Pierre Gauthier, Claude Rispe:
Critical windows: A method for detecting lagged variables in ecological time series. 101178 - Vagner Lacerda Vasquez
, Adriana Almeida de Lima, Ariston Pereira dos Santos, Míriam Plaza Pinto:
Influence of spatial extent on habitat suitability models for primate species of Atlantic Forest. 101179 - Daniele Da Re
, Diego Montecino-Latorre, Sophie O. Vanwambeke
, Matteo Marcantonio
:
Will the yellow fever mosquito colonise Europe? Assessing the re-introduction of Aedes aegypti using a process-based population dynamical model. 101180 - Abdulla A. Omeer, Ratnadeep R. Deshmukh:
Improving the classification of invasive plant species by using continuous wavelet analysis and feature reduction techniques. 101181 - Ümit Atila
, Murat Uçar
, Kemal Akyol
, Emine Uçar
:
Plant leaf disease classification using EfficientNet deep learning model. 101182 - Fábio Felix Dias
, Hélio Pedrini, Rosane Minghim
:
Soundscape segregation based on visual analysis and discriminating features. 101184 - Paul Nguyen Hong Duc, Maëlle Torterotot, Flore Samaran, Paul R. White, Odile Gérard, Olivier Adam, Dorian Cazau:
Assessing inter-annotator agreement from collaborative annotation campaign in marine bioacoustics. 101185 - Adrien P. Genoud
, Joseph Torsiello, Michael Belson, Benjamin P. Thomas:
Entomological photonic sensors: Estimating insect population density, its uncertainty and temporal resolution from transit data. 101186 - Duccio Rocchini, Nicole Salvatori, Carl Beierkuhnlein
, Alessandro Chiarucci, Florian de Boissieu, Michael Förster
, Carol X. Garzon-Lopez, Thomas W. Gillespie, Heidi C. Hauffe, Kate S. He, Birgit Kleinschmit
, Jonathan Lenoir, Marco Malavasi
, Vítezslav Moudrý
, Harini Nagendra, Davnah Payne, Petra Símová
, Michele Torresani
, Jean-Baptiste Féret
:
From local spectral species to global spectral communities: A benchmark for ecosystem diversity estimate by remote sensing. 101195 - Mariona Roigé, Craig B. Phillips:
Validation and uncertainty analysis of the match climates regional algorithm (CLIMEX) for Pest risk analysis. 101196 - Rakesh Chandra Joshi
, Manoj Kaushik
, Malay Kishore Dutta, Ashish Srivastava, Nandlal Choudhary:
VirLeafNet: Automatic analysis and viral disease diagnosis using deep-learning in Vigna mungo plant. 101197 - Emily Plant, Rachel King
, Jarrod Kath:
Statistical comparison of additive regression tree methods on ecological grassland data. 101198 - Luiz Augusto Richit
, J. F. Richit, Charline Bonatto, Roberto Valmir da Silva, José Mario Vicensi Grzybowski:
Forest recovery prognostics in conservation units of the Atlantic rainforest. 101199 - Flavio Picone
, Elvira Buonocore
, R. Chemello, Giovanni Fulvio Russo, Pier Paolo Franzese
:
Exploring the development of scientific research on Marine Protected Areas: From conservation to global ocean sustainability. 101200 - Xingmin Wang, Yun Deng, Youcai Tuo
, Rui Cao, Zili Zhou, Yao Xiao:
Study on the temporal and spatial distribution of chlorophyll a in Erhai Lake based on multispectral data from environmental satellites. 101201 - Jihoon Shin, Seonghyeon Yoon, YoungWoo Kim, Taeho Kim, ByeongGeon Go, YoonKyung Cha:
Effects of class imbalance on resampling and ensemble learning for improved prediction of cyanobacteria blooms. 101202 - Ioannis Fytilakos:
Text mining in fisheries scientific literature: A term coding approach. 101203 - Yanrong Meng, Mingxia Yang, Shan Liu, Yuling Mou, Changhui Peng, Xiaolu Zhou:
Quantitative assessment of the importance of bio-physical drivers of land cover change based on a random forest method. 101204 - Cédric Gaucherel, Camille Carpentier, Ilse R. Geijzendorffer, Camille Noûs, Franck Pommereau:
Discrete-event models for conservation assessment of integrated ecosystems. 101205 - Mojdeh Miraki, Hormoz Sohrabi, Parviz Fatehi, Mathias Kneubühler
:
Individual tree crown delineation from high-resolution UAV images in broadleaf forest. 101207 - Swagata Sinha, Arnab Banerjee, Nabyendu Rakshit, Akkur V. Raman, Punyasloke Bhadury, Santanu Ray:
Importance of benthic-pelagic coupling in food-web interactions of Kakinada Bay, India. 101208 - Guiming Wang:
Bayesian and frequentist approaches to multinomial count models in ecology. 101209 - Qi-peng Zhang, Jian Wang, Qian Wang:
Effects of abiotic factors on plant diversity and species distribution of alpine meadow plants. 101210 - Isidro A. Barela, Leslie M. Burger
, Guiming Wang, Kristine O. Evans, Qingmin Meng
, Jimmy D. Taylor
:
Spatial transferability of expert opinion models for American beaver habitat. 101211 - Sajid Nazir, Mohammad Kaleem:
Advances in image acquisition and processing technologies transforming animal ecological studies. 101212 - Enqin Liu, Hui Zhao, Shuhui Zhang, Jing He, Xin Yang, Xiangming Xiao:
Identification of plant species in an alpine steppe of Northern Tibet using close-range hyperspectral imagery. 101213 - Anuvi Rawat, Anil Kumar, Priyadarshi Upadhyay
, Shashi Kumar
:
Deep learning-based models for temporal satellite data processing: Classification of paddy transplanted fields. 101214 - Frank Schindler
, Volker Steinhage:
Identification of animals and recognition of their actions in wildlife videos using deep learning techniques. 101215 - Petros Damos
, Pablo Caballero
:
Detecting seasonal transient correlations between populations of the West Nile Virus vector Culex sp. and temperatures with wavelet coherence analysis. 101216 - Congtian Lin, Xiongwei Huang, Jiangning Wang, Tianyu Xi, Liqiang Ji:
Learning niche features to improve image-based species identification. 101217 - Tiangui Lv, Li Wang, Hualin Xie
, Xinmin Zhang
, Yanwei Zhang
:
Evolutionary overview of water resource management (1990-2019) based on a bibliometric analysis in Web of Science. 101218 - Youssef Brouziyne, Anna Maria De Girolamo
, Aziz Aboubdillah, Lahcen Benaabidate, Lhoussaine Bouchaou, Abdelghani G. Chehbouni
:
Modeling alterations in flow regimes under changing climate in a Mediterranean watershed: An analysis of ecologically-relevant hydrological indicators. 101219 - Jae-Min Jung, Heung-Sik Lee, Jong-Ho Lee, Sunghoon Jung, Wang-Hee Lee:
Development of a predictive model for soil temperature and its application to species distribution modeling of ant species in South Korea. 101220 - Lu Ye, Meiling Liu, Xiangnan Liu, Lihong Zhu:
Developing a new disturbance index for tracking gradual change of forest ecosystems in the hilly red soil region of southern China using dense Landsat time series. 101221 - Marek B. Trawicki:
Multispecies discrimination of whales (cetaceans) using Hidden Markov Models (HMMS). 101223 - Dimitrios Effrosynidis, Avi Arampatzis:
An evaluation of feature selection methods for environmental data. 101224 - Laysson Guillen Albuquerque, Fabio de Oliveira Roque, Francisco Valente-Neto, Ricardo Koroiva
, Daniel Forsin Buss
, Darcílio Fernandes Baptista, Luiz Ubiratan Hepp, Mônica Luisa Kuhlmann, S. Sundar
, Alan P. Covich, João Onofre Pereira Pinto:
Large-scale prediction of tropical stream water quality using Rough Sets Theory. 101226 - Jianbo Tan, Jiaqi Zuo, Xinyao Xie, Meiqing Ding, Zhuokui Xu, Fangbin Zhou:
MLAs land cover mapping performance across varying geomorphology with Landsat OLI-8 and minimum human intervention. 101227 - Yong Liu, Shengnan Wang:
A quantitative detection algorithm based on improved faster R-CNN for marine benthos. 101228 - Javad Esfanjani, Ardavan Ghorbani
, Mehdi Moameri, Mohammad Ali Zare Chahouki, Abazar Esmali Ouri
, Zohre Sadat Ghasemi:
Application of modeling techniques for the identification the relationship between environmental factors and plant species in rangelands of Iran. 101229 - Hongye Cao, Ling Han, Zhiheng Liu
, Liangzhi Li:
Monitoring and driving force analysis of spatial and temporal change of water area of Hongjiannao Lake from 1973 to 2019. 101230 - Sandro Bimonte, Olivier Billaud, Benoît Fontaine, Thomy Martin, Frédéric Flouvat, Ali Hassan
, Nora Rouillier, Lucile Sautot
:
Collect and analysis of agro-biodiversity data in a participative context: A business intelligence framework. 101231 - Kim S. Ely
, Alistair Rogers, Deborah A. Agarwal
, Elizabeth A. Ainsworth, Loren P. Albert
, Ashehad Ali
, Jeremiah Anderson
, Michael J. Aspinwall, Chandra Bellasio, Carl Bernacchi, Steve Bonnage, Thomas N. Buckley, James Bunce
, Angela C. Burnett
, Florian A. Busch
, Amanda Cavanagh, Lucas A. Cernusak
, Robert Crystal-Ornelas, Dedi Yang:
A reporting format for leaf-level gas exchange data and metadata. 101232 - Elizabeth Serrano-Ramírez
, José René Valdez-Lazalde, Héctor Manuel de los Santos-Posadas, Román Anselmo Mora Gutiérrez, Gregorio Ángeles-Pérez:
A forest management optimization model based on functional zoning: A comparative analysis of six heuristic techniques. 101234 - János Podani
, Tibor Kalapos, Barbara Barta
, Dénes Schmera:
Principal component analysis of incomplete data - A simple solution to an old problem. 101235 - Stefan Kahl
, Connor M. Wood, Maximilian Eibl, Holger Klinck:
BirdNET: A deep learning solution for avian diversity monitoring. 101236 - Zhitao Wang
, Chunlei Xia, JangMyung Lee:
Group behavior tracking of Daphnia magna based on motion estimation and appearance models. 101238 - Hanting Ying, Kai Xia, Xinxi Huang, Hailin Feng, Yinhui Yang, Xiaochen Du, Leijun Huang:
Evaluation of water quality based on UAV images and the IMP-MPP algorithm. 101239 - Ananya Joshi, Clayton Miller
:
Review of machine learning techniques for mosquito control in urban environments. 101241 - Mallory Morgan, Jonas Braasch:
Long-term deep learning-facilitated environmental acoustic monitoring in the Capital Region of New York State. 101242 - Burhan Rashid Hussein
, Owais Ahmed Malik, Wee-Hong Ong, Johan Willem Frederik Slik:
Reconstruction of damaged herbarium leaves using deep learning techniques for improving classification accuracy. 101243 - Shambhu Nath Mishra, Hari Shankar Gupta, Nitin Kulkarni:
Impact of climate change on the distribution of Sal species. 101244 - Robert Huber, Claudio D'Onofrio
, Anusuriya Devaraju, Jens Klump
, Henry W. Loescher, Stephan Kindermann, Siddeswara Guru, Mark Grant
, Beryl Morris, Lesley Wyborn, Ben Evans, Doron Goldfarb
, Melissa A. Genazzio, Xiaoli Ren, Barbara Magagna, Hannes Thiemann, Markus Stocker
:
Integrating data and analysis technologies within leading environmental research infrastructures: Challenges and approaches. 101245 - Yangguang Zhao, Guoqing Deng, Long Zhang, Nayan Di
, Xueli Jiang, Zhigang Li:
Based investigate of beehive sound to detect air pollutants by machine learning. 101246 - Saumya Yadav, Neha Sengar, Akriti Singh, Anushikha Singh, Malay Kishore Dutta:
Identification of disease using deep learning and evaluation of bacteriosis in peach leaf. 101247 - Abinaya N. S., Susan D., RakeshKumar Siddharthan
:
Naive Bayesian fusion based deep learning networks for multisegmented classification of fishes in aquaculture industries. 101248 - César Capinha
, Ana Ceia-Hasse
, Andrew M. Kramer
, Christiaan Meijer:
Deep learning for supervised classification of temporal data in ecology. 101252
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