干旱区生态环境知识资源中心(Arid): EVALUATION OF SEN2AGRI SYSTEM OVER SEMI-ARID CONDITIONS: A CASE STUDY OF THE HAOUZ PLAIN IN CENTRAL MOROCCO.

Arid

	EVALUATION OF SEN2AGRI SYSTEM OVER SEMI-ARID CONDITIONS: A CASE STUDY OF THE HAOUZ PLAIN IN CENTRAL MOROCCO.
	Moumni, Aicha; Sebbar, Badr-eddine; Simonneaux, Vincent; Ezzahar, Jamal; Lahrouni, Abderrahmane
通讯作者	Moumni, A (corresponding author), Univ Cadi Ayyad, Fac Sci Semlalia, Marrakech 40000, Morocco.
会议名称	Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS)
会议日期	MAR 09-11, 2020
会议地点	Tunis, TUNISIA
英文摘要	For semi-arid ecosystems, the remote sensing based crop type classification is often hampered by heterogeneous agricultural landscapes with mixed crops and small scale land use. Under these complicated conditions, the use of high spatio-temporal satellite time series data can improve classification results. in this context, Sentinel-2 for Agriculture (Sen2Agri) provides an open source processing system to exploit Sentinel-2 imagery in an operational way for crop monitoring. This research was conducted to explore and evaluate the potentiality of Sen2Agri system for crop type mapping in a highly fragmented and heterogeneous agricultural landscape in Haouz plain, Morocco. Based on the phenological information from field campaign, Sentinel-2 time series data for 2018 agricultural season, were processed to classify the main crop types dominated in the study area. After classification, accuracy assessment was undertaken based on generated crop map and resulted in Overall Accuracy (OA) of 85.6 and Kappa coefficients of 0.81.
英文关键词	Sen2Agri crop type mapping Agriculture monitoring
来源出版物	2020 MEDITERRANEAN AND MIDDLE-EAST GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (M2GARSS)
出版年	2020
页码	343-346
ISBN	978-1-7281-2190-1
出版者	IEEE
类型	Proceedings Paper
语种	英语
收录类别	CPCI-S
WOS记录号	WOS:000604612500078
WOS类目	Agriculture, Multidisciplinary ; Geosciences, Multidisciplinary ; Remote Sensing ; Water Resources
WOS研究方向	Agriculture ; Geology ; Remote Sensing ; Water Resources
资源类型	会议论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/365506
作者单位	[Moumni, Aicha; Sebbar, Badr-eddine; Lahrouni, Abderrahmane] Univ Cadi Ayyad, Fac Sci Semlalia, Marrakech 40000, Morocco; [Simonneaux, Vincent; Ezzahar, Jamal] Lab Mixte Int TREMA, Ctr Geber, Fac Sci Semlalia, Marrakech 40000, Morocco; [Ezzahar, Jamal] Univ Cadi Ayyad, Ecole Natl Sci Appliquees Safi, Safi 46000, Morocco
推荐引用方式 GB/T 7714	Moumni, Aicha,Sebbar, Badr-eddine,Simonneaux, Vincent,et al. EVALUATION OF SEN2AGRI SYSTEM OVER SEMI-ARID CONDITIONS: A CASE STUDY OF THE HAOUZ PLAIN IN CENTRAL MOROCCO.[C]:IEEE,2020:343-346.