# Remote Sensing and Machine Learning Tools to Support
## Abbreviations
(2017) [PERSON]; [PERSON] [PERSON]; [PERSON] Co-Orbital Sentinel 1 and 2 for LULC Mapping with Emphasis on Wetlands in a Mediterranean Setting Based on Machine Learning. _Remote Sens._**2017**, \(9\), 1259. [CrossRef]
* [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON]; [PERSON] Mapping Wetland Characteristics Using Temporally Dense Sentinel-1 and Sentinel-2 Data: A Case Study in the St. Lucia Wetlands, South Africa. _Int. J. Appl. Earth Obs. Geoinf._**2020**, _86_, 102009. [CrossRef]
* [PERSON] et al. (2017) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Land Use/Land Cover Change Modeling and the Prediction of Subsequent Changes in Ecosystem Service Values in a Coastal Area of China, the Su-Xi-Chang Region. _Sustainability_**2017**, \(9\), 1204. [CrossRef]
* [PERSON] et al. (2021) [PERSON]; [PERSON]; [PERSON]; [PERSON] Improving Wetland Cover Classification Using Artificial Neural Networks with Ensemble Techniques. _GIScience Remote Sens._**2021**, _58_, 603-623. [CrossRef]
* [PERSON] and [PERSON] (2014) [PERSON]; [PERSON] Mapping Salt-Marsh Land-Cover Vegetation Using High-Spatial and Hyperspectral Satellite Data to Assist Wetland Inventory. _GIScience Remote Sens._**2014**, _51_, 483-497. [CrossRef]
* [PERSON] et al. (2019) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Coastal Wetland Mapping with Sentinel-2 MSI Imagery Based on Gravitational Optimized Multilayer Perceptron and Morphological Attribute Profiles. _Remote Sens._**2019**, _11_, 952. [CrossRef]
* [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities. _IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens._**2020**, _13_, 3735-3756. [CrossRef]
* [PERSON] et al. (2007) [PERSON]; [PERSON]; [PERSON] The Emergence of Land Change Science for Global Environmental Change and Sustainability. _Proc. Natl. Acad. Sci. USA_**2007**, _104_, 20666. [CrossRef] [PubMed]
* [PERSON] et al. (2013) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Change Detection from Remotely Sensed Images: From Pixel-Based to Object-Based Approaches. _ISPRS J. Photogramm. Remote Sens._**2013**, _80_, 91-106. [CrossRef]
* [PERSON] (1989) [PERSON] Review Article Digital Change Detection Techniques Using Remotely-Sensed Data. _Int. J. Remote Sens._**1989**, _10_, 989-1003. [CrossRef]
* [PERSON] et al. (2018) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Quantitative Assessment of Urban Wetland Dynamics Using High Spatial Resolution Satellite Imagery between 2000 and 2013. _Sci. Rep._**2018**, \(8\), 7409. [CrossRef]
* [PERSON] et al. (2010) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Monitoring the Change of Urban Wetland Using High Spatial Resolution Remote Sensing Data. _Int. J. Remote Sens._**2010**, _31_, 1717-1731. [CrossRef]
* [PERSON] et al. (2005) [PERSON]; [PERSON]; [PERSON]; [PERSON] Land Cover Classification and Change Analysis of the Twin Cities (Minnesota) Metropolitan Area by Multitemporal Landsat Remote Sensing. _Remote Sens. Environ._**2005**, _98_, 317-328. [CrossRef]
* [PERSON] et al. (2004) [PERSON]; [PERSON]; [PERSON]; [PERSON] Change Detection Techniques. _Int. J. Remote Sens._**2004**, _25_, 2365-2401. [CrossRef]
* [PERSON] et al. (2014) [PERSON]; [PERSON]; [PERSON]; [PERSON] Seasonal Inundation Monitoring and Vegetation Pattern Mapping of the Erguna Floodplain by Means of a RADARSAT-2 Fully Polarimetric Time Series. _Remote Sens. Environ._**2014**, _152_, 426-440. [CrossRef]
* [PERSON] and [PERSON] (2019) [PERSON]; [PERSON] [PERSON] Estimating Water Level in the Urmia Lake Using Satellite Data: A Machine Learning Approach. _ISPRS -Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci._**2019**, _4218_, 219-226. [CrossRef]
* [PERSON] et al. (2013) [PERSON]; [PERSON]; [PERSON]; [PERSON] Wetland Mapping in the Zhalong National Natural Reserve, China, Using Optical and Radar Imagery and Topographical Data. _J. Appl. Remote Sens._**2013**, \(7\), 073554. [CrossRef]
* [PERSON] et al.