Estimation of Soil Salt Content at Different Depths Using UAV Multi-Spectral Remote Sensing Combined with Machine Learning Algorithms
出版年份 2023 全文链接
标题
Estimation of Soil Salt Content at Different Depths Using UAV Multi-Spectral Remote Sensing Combined with Machine Learning Algorithms
作者
关键词
-
出版物
Remote Sensing
Volume 15, Issue 21, Pages 5254
出版商
MDPI AG
发表日期
2023-11-07
DOI
10.3390/rs15215254
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。- Upscaling remote sensing inversion and dynamic monitoring of soil salinization in the Yellow River Delta, China
- (2023) Yinshuai Li et al. ECOLOGICAL INDICATORS
- Exploring PlanetScope Satellite Capabilities for Soil Salinity Estimation and Mapping in Arid Regions Oases
- (2023) Jiao Tan et al. Remote Sensing
- Estimating soil salinity under sunflower cover in the Hetao Irrigation District based on unmanned aerial vehicle remote sensing
- (2022) Xin Cui et al. LAND DEGRADATION & DEVELOPMENT
- Predicting the contents of soil salt and major water-soluble ions with fractional-order derivative spectral indices and variable selection
- (2021) Congcong Lao et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Estimation of Soil Salt and Ion Contents Based on Hyperspectral Remote Sensing Data: A Case Study of Baidunzi Basin, China
- (2021) Libing Wang et al. Water
- The mean value of gaussian distribution of excess green index: A new crop water stress indicator
- (2021) Liyuan Zhang et al. AGRICULTURAL WATER MANAGEMENT
- Assimilation of LAI Derived from UAV Multispectral Data into the SAFY Model to Estimate Maize Yield
- (2021) Xingshuo Peng et al. Remote Sensing
- Evaluating the sensitivity of water stressed maize chlorophyll and structure based on UAV derived vegetation indices
- (2021) Liyuan Zhang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Extraction of Sunflower Lodging Information Based on UAV Multi-Spectral Remote Sensing and Deep Learning
- (2021) Guang Li et al. Remote Sensing
- Recognizing Zucchinis Intercropped with Sunflowers in UAV Visible Images Using an Improved Method Based on OCRNet
- (2021) Shenjin Huang et al. Remote Sensing
- Spatial and temporal patterns of soil salinization in shallow groundwater environments of the Bahía Blanca estuary: Influence of topography and land use
- (2021) Carla Celleri et al. LAND DEGRADATION & DEVELOPMENT
- Improving Estimates of Soil Salt Content by Using Two-Date Image Spectral Changes in Yinbei, China
- (2021) Xibo Xu et al. Remote Sensing
- Multi-algorithm comparison for predicting soil salinity
- (2020) Fei Wang et al. GEODERMA
- Quantitative Estimation of Soil Salinization in an Arid Region of the Keriya Oasis Based on Multidimensional Modeling
- (2020) Nijat Kasim et al. Water
- Estimation of soil salt content by combining UAV-borne multispectral sensor and machine learning algorithms
- (2020) Guangfei Wei et al. PeerJ
- New empirical equation to estimate the soil moisture content based on thermal properties using machine learning techniques
- (2020) Oluseun A. Sanuade et al. Arabian Journal of Geosciences
- Monitoring properties of the salt-affected soils by multivariate analysis of the visible and near-infrared hyperspectral data
- (2020) Gopal Ramdas Mahajan et al. CATENA
- Quantitative Estimation of Soil Salinity Using UAV-Borne Hyperspectral and Satellite Multispectral Images
- (2019) Jie Hu et al. Remote Sensing
- Mapping Maize Water Stress Based on UAV Multispectral Remote Sensing
- (2019) Liyuan Zhang et al. Remote Sensing
- Spatial distribution and genesis of salt on the saline playa at Qehan Lake, Inner Mongolia, China
- (2019) Lijing Han et al. CATENA
- Vineyard water status estimation using multispectral imagery from an UAV platform and machine learning algorithms for irrigation scheduling management
- (2018) Maria Romero et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Monitoring soil lead and zinc contents via combination of spectroscopy with extreme learning machine and other data mining methods
- (2018) Vahid Khosravi et al. GEODERMA
- A WFS-SVM Model for Soil Salinity Mapping in Keriya Oasis, Northwestern China Using Polarimetric Decomposition and Fully PolSAR Data
- (2018) Ilyas Nurmemet et al. Remote Sensing
- Estimating soil salinity from remote sensing and terrain data in southern Xinjiang Province, China
- (2018) Jie Peng et al. GEODERMA
- UAV based soil salinity assessment of cropland
- (2018) Konstantin Ivushkin et al. GEODERMA
- New methods for improving the remote sensing estimation of soil organic matter content (SOMC) in the Ebinur Lake Wetland National Nature Reserve (ELWNNR) in northwest China
- (2018) Xiaoping Wang et al. REMOTE SENSING OF ENVIRONMENT
- Soil organic carbon and texture retrieving and mapping using proximal, airborne and Sentinel-2 spectral imaging
- (2018) Asa Gholizadeh et al. REMOTE SENSING OF ENVIRONMENT
- Estimating Soil Salinity Under Various Moisture Conditions: An Experimental Study
- (2017) Xiguang Yang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Artificial Neural Network to Predict Vine Water Status Spatial Variability Using Multispectral Information Obtained from an Unmanned Aerial Vehicle (UAV)
- (2017) Tomas Poblete et al. SENSORS
- UAVs as remote sensing platform in glaciology: Present applications and future prospects
- (2016) Anshuman Bhardwaj et al. REMOTE SENSING OF ENVIRONMENT
- Estimating the soil clay content and organic matter by means of different calibration methods of vis-NIR diffuse reflectance spectroscopy
- (2016) Said Nawar et al. SOIL & TILLAGE RESEARCH
- Modeling of soil salinity within a semi-arid region using spectral analysis
- (2015) Hela Triki Fourati et al. Arabian Journal of Geosciences
- Data driven soft sensor development for complex chemical processes using extreme learning machine
- (2015) Yan-Lin He et al. CHEMICAL ENGINEERING RESEARCH & DESIGN
- Soil salinity prediction in the Lower Cheliff plain (Algeria) based on remote sensing and topographic feature analysis
- (2015) Ibrahim Yahiaoui et al. Journal of Arid Land
- Monitoring Soil Salinization in Keriya River Basin, Northwestern China Using Passive Reflective and Active Microwave Remote Sensing Data
- (2015) Ilyas Nurmemet et al. Remote Sensing
- Monitoring and evaluating spatial variability of soil salinity in dry and wet seasons in the Werigan–Kuqa Oasis, China, using remote sensing and electromagnetic induction instruments
- (2014) Jianli Ding et al. GEODERMA
- Assessing soil salinity using soil salinity and vegetation indices derived from IKONOS high-spatial resolution imageries: Applications in a date palm dominated region
- (2014) Amal Allbed et al. GEODERMA
- Digital mapping of soil salinity in Ardakan region, central Iran
- (2013) R. Taghizadeh-Mehrjardi et al. GEODERMA
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now