Machine learning-based detection of irrigation in Vojvodina (Serbia) using Sentinel-2 data
出版年份 2023 全文链接
标题
Machine learning-based detection of irrigation in Vojvodina (Serbia) using Sentinel-2 data
作者
关键词
-
出版物
GIScience & Remote Sensing
Volume 60, Issue 1, Pages -
出版商
Informa UK Limited
发表日期
2023-10-02
DOI
10.1080/15481603.2023.2262010
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Transfer learning approach based on satellite image time series for the crop classification problem
- (2023) Ognjen Antonijević et al. Journal of Big Data
- Assessment of Groundwater Potential Zones Using GIS and Fuzzy AHP Techniques—A Case Study of the Titel Municipality (Northern Serbia)
- (2022) Mirjana Radulović et al. ISPRS International Journal of Geo-Information
- Mapping of cropland, cropping patterns and crop types by combining optical remote sensing images with decision tree classifier and random forest
- (2022) Aqil Tariq et al. Geo-Spatial Information Science
- IrriMap_CN: Annual irrigation maps across China in 2000–2019 based on satellite observations, environmental variables, and machine learning
- (2022) Chao Zhang et al. REMOTE SENSING OF ENVIRONMENT
- Digital Soil Texture Mapping and Spatial Transferability of Machine Learning Models Using Sentinel-1, Sentinel-2, and Terrain-Derived Covariates
- (2022) Reza Mirzaeitalarposhti et al. Remote Sensing
- Mapping Center Pivot Irrigation Systems in the Southern Amazon from Sentinel-2 Images
- (2021) Jiwen Tang et al. Water
- Application of the Random Forest Classifier to Map Irrigated Areas Using Google Earth Engine
- (2021) James Magidi et al. Remote Sensing
- Detection and Quantification of Irrigation Water Amounts at 500 m Using Sentinel-1 Surface Soil Moisture
- (2021) Luca Zappa et al. Remote Sensing
- Crop type mapping by using transfer learning
- (2021) Artur Nowakowski et al. International Journal of Applied Earth Observation and Geoinformation
- Mapping annual irrigation from Landsat imagery and environmental variables across the conterminous United States
- (2021) Yanhua Xie et al. REMOTE SENSING OF ENVIRONMENT
- Mapping Crop Types and Cropping Systems in Nigeria with Sentinel-2 Imagery
- (2021) Esther Shupel Ibrahim et al. Remote Sensing
- The Impact of Climate Change on Sustainable Development: The Case of Vojvodina
- (2021) Aleksandra Pavlović et al. International Journal of Industrial Engineering and Management
- A commentary review on the use of normalized difference vegetation index (NDVI) in the era of popular remote sensing
- (2020) Sha Huang et al. JOURNAL OF FORESTRY RESEARCH
- Remote Sensing Analysis of Surface Temperature from Heterogeneous Data in a Maize Field and Related Water Stress
- (2020) Marinella Masina et al. Remote Sensing
- Detection of Irrigated and Rainfed Crops in Temperate Areas Using Sentinel-1 and Sentinel-2 Time Series
- (2020) Yann Pageot et al. Remote Sensing
- Spatio-Temporal Patterns of Smallholder Irrigated Agriculture in the Horn of Africa Using GEOBIA and Sentinel-2 Imagery
- (2019) Marjolein Vogels et al. Remote Sensing
- Predicting Rice Grain Yield Based on Dynamic Changes in Vegetation Indexes during Early to Mid-Growth Stages
- (2019) Ke Zhang et al. Remote Sensing
- Defining Spatial Priorities for Irrigation Development Using the Soil Conservation and Water Use Efficiency Criteria
- (2019) Atila Bezdan et al. Agronomy-Basel
- Quantification of irrigation water using remote sensing of soil moisture in a semi-arid region
- (2019) Ehsan Jalilvand et al. REMOTE SENSING OF ENVIRONMENT
- Detecting global irrigated areas by using satellite and reanalysis products
- (2019) Muhammad Zohaib et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Mapping Irrigated Areas Using Sentinel-1 Time Series in Catalonia, Spain
- (2019) Hassan Bazzi et al. Remote Sensing
- Forestry Aridity Index in Vojvodina, North Serbia
- (2019) Milivoj B. Gavrilov et al. Open Geosciences
- Mapping three decades of annual irrigation across the US High Plains Aquifer using Landsat and Google Earth Engine
- (2019) Jillian M. Deines et al. REMOTE SENSING OF ENVIRONMENT
- Integration of in situ and satellite data for top-down mapping of Ambrosia infection level
- (2019) Predrag Lugonja et al. REMOTE SENSING OF ENVIRONMENT
- Prevailing surface winds in Northern Serbia in the recent and past time periods; modern- and past dust deposition
- (2018) Milivoj B. Gavrilov et al. Aeolian Research
- Irrigation History Estimation Using Multitemporal Landsat Satellite Images: Application to an Intensive Groundwater Irrigated Agricultural Watershed in India
- (2018) Amit Sharma et al. Remote Sensing
- Remote Sensing and Cropping Practices: A Review
- (2018) Agnès Bégué et al. Remote Sensing
- Irrigation Mapping Using Sentinel-1 Time Series at Field Scale
- (2018) Qi Gao et al. Remote Sensing
- Soil Moisture and Irrigation Mapping in A Semi-Arid Region, Based on the Synergetic Use of Sentinel-1 and Sentinel-2 Data
- (2018) Safa Bousbih et al. Remote Sensing
- The propagation from meteorological to hydrological drought and its potential influence factors
- (2017) Shengzhi Huang et al. JOURNAL OF HYDROLOGY
- Synergic Use of Sentinel-1 and Sentinel-2 Images for Operational Soil Moisture Mapping at High Spatial Resolution over Agricultural Areas
- (2017) Mohammad El Hajj et al. Remote Sensing
- A Combined Random Forest and OBIA Classification Scheme for Mapping Smallholder Agriculture at Different Nomenclature Levels Using Multisource Data (Simulated Sentinel-2 Time Series, VHRS and DEM)
- (2017) Valentine Lebourgeois et al. Remote Sensing
- Mercury content in agricultural soils (Vojvodina Province, Serbia)
- (2016) Jordana Ninkov et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Random forest in remote sensing: A review of applications and future directions
- (2016) Mariana Belgiu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas
- (2016) Charlotte Pelletier et al. REMOTE SENSING OF ENVIRONMENT
- Remotely sensed high resolution irrigated area mapping in India for 2000 to 2015
- (2016) Anukesh Krishnankutty Ambika et al. Scientific Data
- The world’s road to water scarcity: shortage and stress in the 20th century and pathways towards sustainability
- (2016) M. Kummu et al. Scientific Reports
- The analysis of temperature trends in Vojvodina (Serbia) from 1949 to 2006
- (2015) Milivoj Gavrilov et al. Thermal Science
- Improved feature extraction scheme for satellite images using NDVI and NDWI technique based on DWT and SVD
- (2014) A. K. Bhandari et al. Arabian Journal of Geosciences
- Climate change effects on crop yields in Serbia and related shifts of Köppen climate zones under the SRES-A1B and SRES-A2
- (2014) D. T. Mihailović et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Classification of small agricultural fields using combined Landsat-8 and RapidEye imagery: case study of northern Serbia
- (2014) Vladimir Crnojevic et al. Journal of Applied Remote Sensing
- Mapping irrigated areas in Afghanistan over the past decade using MODIS NDVI
- (2014) Md. Shahriar Pervez et al. REMOTE SENSING OF ENVIRONMENT
- Automated Water Extraction Index: A new technique for surface water mapping using Landsat imagery
- (2013) Gudina L. Feyisa et al. REMOTE SENSING OF ENVIRONMENT
- Aridity in Vojvodina, Serbia
- (2013) Ivana Hrnjak et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Mapping of groundwater potential zones across Ghana using remote sensing, geographic information systems, and spatial modeling
- (2012) Murali Krishna Gumma et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- The planetary water drama: Dual task of feeding humanity and curbing climate change
- (2012) J. Rockström et al. GEOPHYSICAL RESEARCH LETTERS
- Current and future irrigation water requirements in pan-Europe: An integrated analysis of socio-economic and climate scenarios
- (2012) Rüdiger Schaldach et al. GLOBAL AND PLANETARY CHANGE
- Mapping Irrigated Areas of Ghana Using Fusion of 30 m and 250 m Resolution Remote-Sensing Data
- (2011) Murali Krishna Gumma et al. Remote Sensing
- Remote Sensing of Irrigated Agriculture: Opportunities and Challenges
- (2010) Mutlu Ozdogan et al. Remote Sensing
- Global irrigated area map (GIAM), derived from remote sensing, for the end of the last millennium
- (2009) Prasad S. Thenkabail et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Climate change impacts on crop yield, crop water productivity and food security – A review
- (2009) Yinhong Kang et al. Progress in Natural Science-Materials International
- Effect of irrigation amounts applied with subsurface drip irrigation on corn evapotranspiration, yield, water use efficiency, and dry matter production in a semiarid climate
- (2008) José O. Payero et al. AGRICULTURAL WATER MANAGEMENT
- A new methodology to map irrigated areas using multi-temporal MODIS and ancillary data: An application example in the continental US
- (2008) Mutlu Ozdogan et al. REMOTE SENSING OF ENVIRONMENT
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now