Citations (57)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (12)
Xue Zhang, Gaoxiang Yang, Xinjie Xu, Xia Yao, Hengbiao Zheng, Yan Zhu, Weixing Cao & Tao Cheng. (2021) An assessment of Planet satellite imagery for county-wide mapping of rice planting areas in Jiangsu Province, China with one-class classification approaches. International Journal of Remote Sensing 42:19, pages 7610-7635.
Read now
Read now
Clarice P Mudzengi, Amon Murwira, Fadzai M Zengeya, Tinyiko Halimani, Herve Fritz & Chrispen Murungweni. (2020) Mapping key browse resources in a heterogeneous agricultural landscape. African Journal of Range & Forage Science 37:2, pages 181-189.
Read now
Read now
Aleksi Räsänen, Vladimir Elsakov & Tarmo Virtanen. (2019) Usability of one-class classification in mapping and detecting changes in bare peat surfaces in the tundra. International Journal of Remote Sensing 40:11, pages 4083-4103.
Read now
Read now
Yingwei Yan, Chiao-Ling Kuo, Chen-Chieh Feng, Wei Huang, Hongchao Fan & Alexander Zipf. (2018) Coupling maximum entropy modeling with geotagged social media data to determine the geographic distribution of tourists. International Journal of Geographical Information Science 32:9, pages 1699-1736.
Read now
Read now
Xueqing Deng, Wenkai Li, Xiaoping Liu, Qinghua Guo & Shawn Newsam. (2018) One-class remote sensing classification: one-class vs. binary classifiers. International Journal of Remote Sensing 39:6, pages 1890-1910.
Read now
Read now
Erik Prins. (2018) Landsat approaches to map agro-pastoral farming in the wetlands of southern Sudan. International Journal of Remote Sensing 39:3, pages 854-878.
Read now
Read now
Benjamin Mack & Björn Waske. (2017) In-depth comparisons of MaxEnt, biased SVM and one-class SVM for one-class classification of remote sensing data. Remote Sensing Letters 8:3, pages 290-299.
Read now
Read now
Galen J. Maclaurin & Stefan Leyk. (2016) Temporal replication of the national land cover database using active machine learning. GIScience & Remote Sensing 53:6, pages 759-777.
Read now
Read now
Galen J. Maclaurin & Stefan Leyk. (2016) Extending the geographic extent of existing land cover data using active machine learning and covariate shift corrective sampling. International Journal of Remote Sensing 37:21, pages 5213-5233.
Read now
Read now
Jinyao Lin, Xiaoping Liu, Kai Li & Xia Li. (2014) A maximum entropy method to extract urban land by combining MODIS reflectance, MODIS NDVI, and DMSP-OLS data. International Journal of Remote Sensing 35:18, pages 6708-6727.
Read now
Read now
Paul J. Doherty, Qinghua Guo, Wenkai Li & Jared Doke. (2014) Space-time analyses for forecasting future incident occurrence: a case study from Yosemite National Park using the presence and background learning algorithm. International Journal of Geographical Information Science 28:5, pages 910-927.
Read now
Read now
Paul Doherty, Qinghua Guo & Otto Alvarez. (2013) Expert versus Machine: A Comparison of Two Suitability Models for Emergency Helicopter Landing Areas in Yosemite National Park. The Professional Geographer 65:3, pages 466-481.
Read now
Read now
Articles from other publishers (45)
Wuhua Wang, Jiakui Tang, Na Zhang, Yanjiao Wang, Xuefeng Xu & Anan Zhang. (2023) Spatiotemporal Pattern of Invasive Pedicularis in the Bayinbuluke Land, China, during 2019–2021: An Analysis Based on PlanetScope and Sentinel-2 Data. Remote Sensing 15:18, pages 4383.
Crossref
Crossref
Rodrigo Perez-Silva, Ignacio C. Fernández, María Isabel Matas & Esteban Villalobos. (2023) Green cover and socioemotional and academic outcomes of school-age children. The case of Santiago, Chile. Landscape and Urban Planning 233, pages 104688.
Crossref
Crossref
Hector G. Ortiz Cano, Robert Hadfield, Teresa Gomez, Kevin Hultine, Ricardo Mata Gonzalez, Steven L. Petersen, Neil C. Hansen, Michael T. Searcy, Jason Stetler, Teodoro Cervantes Mendívil, David Burchfield, Pilman Park & J. Ryan Stewart. (2023) Ecological-niche modeling reveals current opportunities for Agave dryland farming in Sonora, Mexico and Arizona, USA. PLOS ONE 18:1, pages e0279877.
Crossref
Crossref
Sesil Koutra & Christos S. Ioakimidis. (2022) Unveiling the Potential of Machine Learning Applications in Urban Planning Challenges. Land 12:1, pages 83.
Crossref
Crossref
Wuhua Wang, Jiakui Tang, Na Zhang, Xuefeng Xu, Anan Zhang & Yanjiao Wang. (2022) Automated Detection Method to Extract Pedicularis Based on UAV Images. Drones 6:12, pages 399.
Crossref
Crossref
Jinyao Lin, Hua Li, Yijuan Zeng, Xiaoyu He, Yaye Zhuang, Yingran Liang & Siyan Lu. (2022) Estimating potential illegal land development in conservation areas based on a presence-only model. Journal of Environmental Management 321, pages 115994.
Crossref
Crossref
Henrik Fisser, Ehsan Khorsandi, Martin Wegmann & Frank Baier. (2022) Detecting Moving Trucks on Roads Using Sentinel-2 Data. Remote Sensing 14:7, pages 1595.
Crossref
Crossref
Paweł Cichosz, Stanisław Kozdrowski & Sławomir Sujecki. (2021) Learning to Classify DWDM Optical Channels from Tiny and Imbalanced Data. Entropy 23:11, pages 1504.
Crossref
Crossref
Sanjiwana Arjasakusuma, Sandiaga Swahyu Kusuma, Siti Saringatin, Pramaditya Wicaksono, Bachtiar Wahyu Mutaqin & Raihan Rafif. (2021) Shoreline Dynamics in East Java Province, Indonesia, from 2000 to 2019 Using Multi-Sensor Remote Sensing Data. Land 10:2, pages 100.
Crossref
Crossref
Xiang Liu, Huiyu Liu, Pawanjeet Datta, Julian Frey & Barbara Koch. (2020) Mapping an Invasive Plant Spartina alterniflora by Combining an Ensemble One-Class Classification Algorithm with a Phenological NDVI Time-Series Analysis Approach in Middle Coast of Jiangsu, China. Remote Sensing 12:24, pages 4010.
Crossref
Crossref
Marcia Coleen N. Marcial & Jojene R. Santillan. (2020) A Maximum Entropy Approach for Mapping Falcata Plantations in Sentinel-2 Imagery. A Maximum Entropy Approach for Mapping Falcata Plantations in Sentinel-2 Imagery.
Meiping Song, Xiaodi Shang & Chein-I Chang. (2020) 3-D Receiver Operating Characteristic Analysis for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing 58:11, pages 8093-8115.
Crossref
Crossref
Frank Thonfeld, Stefanie Steinbach, Javier Muro, Konrad Hentze, Ian Games, Kristian Näschen & Pellage Francis Kauzeni. (2020) The impact of anthropogenic land use change on the protected areas of the Kilombero catchment, Tanzania. ISPRS Journal of Photogrammetry and Remote Sensing 168, pages 41-55.
Crossref
Crossref
Narkis S. Morales & Ignacio C. Fernández. (2020) Land-Cover Classification Using MaxEnt: Can We Trust in Model Quality Metrics for Estimating Classification Accuracy?. Entropy 22:3, pages 342.
Crossref
Crossref
Michal Krupinski, Stanisław Lewiński & Radek Malinowski. (2019) One class SVM for building detection on Sentinel-2 images. One class SVM for building detection on Sentinel-2 images.
Shou-Hao Chiang & Miguel Valdez. (2019) Tree Species Classification by Integrating Satellite Imagery and Topographic Variables Using Maximum Entropy Method in a Mongolian Forest. Forests 10:11, pages 961.
Crossref
Crossref
Alfonso Fernandez-Manso, Carmen Quintano & Dar A. Roberts. (2019) Burn severity analysis in Mediterranean forests using maximum entropy model trained with EO-1 Hyperion and LiDAR data. ISPRS Journal of Photogrammetry and Remote Sensing 155, pages 102-118.
Crossref
Crossref
Carmen Quintano, Alfonso Fernández-Manso, Leonor Calvo & Dar A. Roberts. (2019) Vegetation and Soil Fire Damage Analysis Based on Species Distribution Modeling Trained with Multispectral Satellite Data. Remote Sensing 11:15, pages 1832.
Crossref
Crossref
Ignacio C. Fernández. (2019) A multiple-class distance-decaying approach for mapping temperature reduction ecosystem services provided by urban vegetation in Santiago de Chile. Ecological Economics 161, pages 193-201.
Crossref
Crossref
Ignacio C. Fernández & Narkis S. Morales. (2019) One-class land-cover classification using MaxEnt: the effect of modelling parameterization on classification accuracy. PeerJ 7, pages e7016.
Crossref
Crossref
Seokho Kang, Dongil Kim & Sungzoon Cho. (2019) Approximate training of one-class support vector machines using expected margin. Computers & Industrial Engineering 130, pages 772-778.
Crossref
Crossref
Marie Delalay, Varun Tiwari, Alan D. Ziegler, Vik Gopal & Paul Passy. (2019) Land-use and land-cover classification using Sentinel-2 data and machine-learning algorithms: operational method and its implementation for a mountainous area of Nepal. Journal of Applied Remote Sensing 13:01, pages 1.
Crossref
Crossref
Rodrigo Antônio de Souza & Paulo De MarcoJuniorJunior. (2018) Improved spatial model for Amazonian deforestation: An empirical assessment and spatial bias analysis. Ecological Modelling 387, pages 1-9.
Crossref
Crossref
Rajkanti Kala, Dhruval Bhavsar & Anil Kumar. (2018) Quantification of potential area of incursion of pine in oak forest in western Himalaya using fuzzy classification technique. Journal of Applied Remote Sensing 12:02, pages 1.
Crossref
Crossref
Stephen M. Chignell, Matthew W. Luizza, Sky Skach, Nicholas E. Young & Paul H. Evangelista. (2017) An integrative modeling approach to mapping wetlands and riparian areas in a heterogeneous Rocky Mountain watershed. Remote Sensing in Ecology and Conservation 4:2, pages 150-165.
Crossref
Crossref
Ran Liu, Wenkai Li, Xiaoping Liu, Xingcheng Lu, Tianhong Li & Qinghua Guo. (2018) An Ensemble of Classifiers Based on Positive and Unlabeled Data in One-Class Remote Sensing Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 11:2, pages 572-584.
Crossref
Crossref
Galen Maclaurin & Stefan Leyk. 2018. Trends in Spatial Analysis and Modelling. Trends in Spatial Analysis and Modelling
3
22
.
Xiang Liu, Huiyu Liu, Haibo Gong, Zhenshan Lin & Shicheng Lv. (2017) Appling the One-Class Classification Method of Maxent to Detect an Invasive Plant Spartina alterniflora with Time-Series Analysis. Remote Sensing 9:11, pages 1120.
Crossref
Crossref
Zurui Ao, Yanjun Su, Wenkai Li, Qinghua Guo & Jing Zhang. (2017) One-Class Classification of Airborne LiDAR Data in Urban Areas Using a Presence and Background Learning Algorithm. Remote Sensing 9:10, pages 1001.
Crossref
Crossref
Shukui Bo & Yongju Jing. (2017) Data Distribution Partitioning for One-Class Extraction from Remote Sensing Imagery. International Journal of Pattern Recognition and Artificial Intelligence 31:09, pages 1754018.
Crossref
Crossref
Valerio Amici, Matteo Marcantonio, Nicola La Porta & Duccio Rocchini. (2017) A multi-temporal approach in MaxEnt modelling: A new frontier for land use/land cover change detection. Ecological Informatics 40, pages 40-49.
Crossref
Crossref
Margaret E. Andrew & Jill M. Shephard. (2017) Semi-automated detection of eagle nests: an application of very high-resolution image data and advanced image analyses to wildlife surveys. Remote Sensing in Ecology and Conservation 3:2, pages 66-80.
Crossref
Crossref
Jia Zhu, Zhihong Huang, Hua Sun & Guangxing Wang. (2017) Mapping Forest Ecosystem Biomass Density for Xiangjiang River Basin by Combining Plot and Remote Sensing Data and Comparing Spatial Extrapolation Methods. Remote Sensing 9:3, pages 241.
Crossref
Crossref
Stefanie Stenzel, Fabian Ewald Fassnacht, Benjamin Mack & Sebastian Schmidtlein. (2017) Identification of high nature value grassland with remote sensing and minimal field data. Ecological Indicators 74, pages 28-38.
Crossref
Crossref
Benjamin Mack, Ribana Roscher, Stefanie Stenzel, Hannes Feilhauer, Sebastian Schmidtlein & Björn Waske. (2016) Mapping raised bogs with an iterative one-class classification approach. ISPRS Journal of Photogrammetry and Remote Sensing 120, pages 53-64.
Crossref
Crossref
Pedro Rodríguez-Veiga, Sassan Saatchi, Kevin Tansey & Heiko Balzter. (2016) Magnitude, spatial distribution and uncertainty of forest biomass stocks in Mexico. Remote Sensing of Environment 183, pages 265-281.
Crossref
Crossref
Benqin Song, Peijun Li, Jun Li & Antonio Plaza. (2016) One-Class Classification of Remote Sensing Images Using Kernel Sparse Representation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9:4, pages 1613-1623.
Crossref
Crossref
Stefanie Stenzel, Hannes Feilhauer, Benjamin Mack, Annekatrin Metz & Sebastian Schmidtlein. (2014) Remote sensing of scattered Natura 2000 habitats using a one-class classifier. International Journal of Applied Earth Observation and Geoinformation 33, pages 211-217.
Crossref
Crossref
Tewodros T. Wakie, Paul H. Evangelista, Catherine S. Jarnevich & Melinda Laituri. (2014) Mapping Current and Potential Distribution of Non-Native Prosopis juliflora in the Afar Region of Ethiopia. PLoS ONE 9:11, pages e112854.
Crossref
Crossref
Benjamin Mack, Ribana Roscher & Björn Waske. (2014) Can I Trust My One-Class Classification?. Remote Sensing 6:9, pages 8779-8802.
Crossref
Crossref
Wenkai Li & Qinghua Guo. (2014) A New Accuracy Assessment Method for One-Class Remote Sensing Classification. IEEE Transactions on Geoscience and Remote Sensing 52:8, pages 4621-4632.
Crossref
Crossref
Sebastian Schmidtlein, Ulrike Faude, Stefanie Stenzel & Hannes Feilhauer. 2014. Land Use and Land Cover Mapping in Europe. Land Use and Land Cover Mapping in Europe
203
215
.
Shukui Bo & Yongju Jing. (2012) Nearest neighbor based one-class classification of remote sensing imagery. Nearest neighbor based one-class classification of remote sensing imagery.
Dimitrios D. Alexakis, Athos Agapiou, Diofantos G. Hadjimitsis & Adrianos Retalis. (2012) Optimizing statistical classification accuracy of satellite remotely sensed imagery for supporting fast flood hydrological analysis. Acta Geophysica 60:3, pages 959-984.
Crossref
Crossref
Qinghua Guo, Wenkai Li, Desheng Liu & Jin Chen. (2012) A Framework for Supervised Image Classification with Incomplete Training Samples. Photogrammetric Engineering & Remote Sensing 78:6, pages 595-604.
Crossref
Crossref