Ecological Informatics

4.9(top 5%)

impact factor

1.9K(top 10%)

papers

35.8K(top 10%)

citations

75(top 10%)

h-index

5.0(top 5%)

impact factor

2.5K

all documents

39.2K

doc citations

118(top 10%)

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Top Articles

#	Title	Journal	Year	Citations
1	A novel numerical optimization algorithm inspired from weed colonization	Ecological Informatics	2006	1,171
2	A review of comparative studies of spatial interpolation methods in environmental sciences: Performance and impact factors	Ecological Informatics	2011	664
3	Spatial bias in the GBIF database and its effect on modeling species' geographic distributions	Ecological Informatics	2014	442
4	Plant leaf disease classification using EfficientNet deep learning model	Ecological Informatics	2021	360
5	Remotely sensed spectral heterogeneity as a proxy of species diversity: Recent advances and open challenges	Ecological Informatics	2010	284
6	The remote environmental assessment laboratory's acoustic library: An archive for studying soundscape ecology	Ecological Informatics	2012	252
7	Deep convolution neural network for image recognition	Ecological Informatics	2018	236
8	Automated classification of bird and amphibian calls using machine learning: A comparison of methods	Ecological Informatics	2009	231
9	The use of acoustic indices to determine avian species richness in audio-recordings of the environment	Ecological Informatics	2014	230
10	Caveats for correlative species distribution modeling	Ecological Informatics	2015	224
11	An ontology for describing and synthesizing ecological observation data	Ecological Informatics	2007	209
12	LeafNet: A computer vision system for automatic plant species identification	Ecological Informatics	2017	203
13	Field validation of an invasive species Maxent model	Ecological Informatics	2016	196
14	Visualizing and interacting with large-volume biodiversity data using client–server web-mapping applications: The design and implementation of antmaps.org	Ecological Informatics	2016	195
15	BirdNET: A deep learning solution for avian diversity monitoring	Ecological Informatics	2021	194
16	A comparison between Ensemble and MaxEnt species distribution modelling approaches for conservation: A case study with Egyptian medicinal plants	Ecological Informatics	2020	191
17	Towards automatic wild animal monitoring: Identification of animal species in camera-trap images using very deep convolutional neural networks	Ecological Informatics	2017	184
18	Quantitative assess the driving forces on the grassland degradation in the Qinghai–Tibet Plateau, in China	Ecological Informatics	2016	181
19	Modeling potential invasion range of alien invasive species, Hyptis suaveolens (L.) Poit. in India: Comparison of MaxEnt and GARP	Ecological Informatics	2014	164
20	Use of digital cameras for phenological observations	Ecological Informatics	2010	163
21	Global biotic interactions: An open infrastructure to share and analyze species-interaction datasets	Ecological Informatics	2014	161
22	Self-Organizing Maps applied to ecological sciences	Ecological Informatics	2011	160
23	Using MaxEnt modeling to predict the potential distribution of the endemic plant Rosa arabica Crép. in Egypt	Ecological Informatics	2019	155
24	Free and open source geographic information tools for landscape ecology	Ecological Informatics	2009	153
25	The concept of animals' trajectories from a data analysis perspective	Ecological Informatics	2009	150
26	Ecological data sharing	Ecological Informatics	2015	149
27	A Deep learning method for accurate and fast identification of coral reef fishes in underwater images	Ecological Informatics	2018	147
28	Classification in conservation biology: A comparison of five machine-learning methods	Ecological Informatics	2010	143
29	Meta-information concepts for ecological data management	Ecological Informatics	2006	141
30	Land-Use Dynamic Simulator (LUDAS): A multi-agent system model for simulating spatio-temporal dynamics of coupled human–landscape system. I. Structure and theoretical specification	Ecological Informatics	2008	137
31	Estimating vegetation height and canopy cover from remotely sensed data with machine learning	Ecological Informatics	2010	134
32	Fish detection and species classification in underwater environments using deep learning with temporal information	Ecological Informatics	2020	130
33	Visualization of temporal change in soundscape power of a Michigan lake habitat over a 4-year period	Ecological Informatics	2014	126
34	LecoS — A python plugin for automated landscape ecology analysis	Ecological Informatics	2016	126
35	The soundscape methodology for long-term bird monitoring: A Mediterranean Europe case-study	Ecological Informatics	2011	121
36	Predictive modeling and mapping sage grouse (Centrocercus urophasianus) nesting habitat using Maximum Entropy and a long-term dataset from Southern Oregon	Ecological Informatics	2008	118
37	Deep learning and transfer learning features for plankton classification	Ecological Informatics	2019	117
38	Dense convolutional neural networks based multiclass plant disease detection and classification using leaf images	Ecological Informatics	2021	115
39	Relationship between the hydrological conditions and the distribution of vegetation communities within the Poyang Lake National Nature Reserve, China	Ecological Informatics	2012	112
40	Interactive plant identification based on social image data	Ecological Informatics	2014	111
41	Wildfire spatial pattern analysis in the Zagros Mountains, Iran: A comparative study of decision tree based classifiers	Ecological Informatics	2018	110
42	MaxEnt modeling for predicting suitable habitats and identifying the effects of climate change on a threatened species, Daphne mucronata, in central Iran	Ecological Informatics	2018	110
43	Estimating root zone soil moisture at distant sites using MODIS NDVI and EVI in a semi-arid region of southwestern USA	Ecological Informatics	2010	107
44	Participatory design of DataONE—Enabling cyberinfrastructure for the biological and environmental sciences	Ecological Informatics	2012	105
45	Land Use Dynamic Simulator (LUDAS): A multi-agent system model for simulating spatio-temporal dynamics of coupled human–landscape system	Ecological Informatics	2010	104
46	Image-based plant phenotyping with incremental learning and active contours	Ecological Informatics	2014	104
47	An overview of recent remote sensing and GIS based research in ecological informatics	Ecological Informatics	2011	102
48	Driving forces of CO2 emissions in the G20 countries: An index decomposition analysis from 1971 to 2010	Ecological Informatics	2015	102
49	Regional mapping of vegetation structure for biodiversity monitoring using airborne lidar data	Ecological Informatics	2017	102
50	Shapley additive explanations for NO2 forecasting	Ecological Informatics	2020	102

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