SAMPLING METHOD ANALYSIS AND QUALITY EVALUATION STRATEGY FOR REMOTE SENSING BIG DATA

SAMPLING METHOD ANALYSIS AND QUALITY EVALUATION STRATEGY FOR REMOTE SENSING BIG DATA

Under the background of the increasingly unified management of natural resources, remote sensing big-data will become the main data source to support a number of major projects. How to sample the natural resources results efficiently and reliably in the process of quality evaluation is always a rese...

Full description

Bibliographic Details
Main Authors:	Y. Dang, J. X. Zhang, P. C. Zhang, F. J. Luo, J. Bai
Format:	Article
Language:	English
Published:	Copernicus Publications 2020-02-01
Series:	The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:	https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W10/11/2020/isprs-archives-XLII-3-W10-11-2020.pdf

Similar Items

RESEARCH ON AUTOMATED DATA PROCESSING METHOD OF PCI GEOGRAPHIC IMAGING ACCELERATOR (GXL) SYSTEM FOR BIG DATA OF SUPERVIEW-1 REMOTE SENSING IMAGE
by: J. Bai, et al.
Published: (2020-02-01)

STUDY ON BIG DATABASE CONSTRUCTION AND ITS APPLICATION OF SAMPLE DATA COLLECTED IN CHINA'S FIRST NATIONAL GEOGRAPHIC CONDITIONS CENSUS BASED ON REMOTE SENSING IMAGES
by: T. Cheng, et al.
Published: (2018-04-01)

Remote Sensing Big Data: Theory, Methods and Applications
by: Peng Liu, et al.
Published: (2018-05-01)

APPLICATION OF REMOTE SENSING BIG DATA FOR RAPID RESPOND TO LANDSLIDE LAKE DISASTER MONITOR
by: H. J. Wang, et al.
Published: (2020-02-01)

RESEARCH ON THE CONSTRUCTION OF REMOTE SENSING AUTOMATIC INTERPRETATION SYMBOL BIG DATA
by: Y. Gao, et al.
Published: (2018-04-01)

TIME-RELATED QUALITY DIMENSIONS OF URBAN REMOTELY SENSED BIG DATA
by: Z. Kugler, et al.
Published: (2018-09-01)

A Survey of Remote-sensing Big Data
by: Peng eLiu
Published: (2015-06-01)

PARSUC: A Parallel Subsampling-Based Method for Clustering Remote Sensing Big Data
by: Huiyu Xia, et al.
Published: (2019-08-01)

Deep learning for processing and analysis of remote sensing big data: a technical review
by: Xin Zhang, et al.
Published: (2021-09-01)

Agricultural remote sensing big data: Management and applications
by: Yanbo Huang, et al.
Published: (2018-09-01)

Hydrological Analysis Using Satellite Remote Sensing Big Data and CREST Model
by: Jun Ma, et al.
Published: (2018-01-01)

Research Progress on Models, Algorithms, and Systems for Remote Sensing Spatial-Temporal Big Data Processing
by: Yang Liu, et al.
Published: (2021-01-01)

Evaluation method of water quality for river based on multi-spectral remote sensing data
by: X. Xiao, et al.
Published: (2015-04-01)

Sampling Strategies to Improve Passive Optical Remote Sensing of River Bathymetry
by: Carl J. Legleiter, et al.
Published: (2018-06-01)

ScienceEarth: A Big Data Platform for Remote Sensing Data Processing
by: Chen Xu, et al.
Published: (2020-02-01)

DATA QUALITY IN REMOTE SENSING
by: C. Batini, et al.
Published: (2017-09-01)

ASSESSING DATA QUALITY OF REMOTELY-SENSED DEMs IN A HUNGARIAN SAMPLE AREA
by: GERGELY SZABÓ, et al.
Published: (2013-09-01)

Optimising sampling strategies for estimating mean water quality in lakes using geostatistical techniques with remote sensing
by: Hedger, R., et al.
Published: (2001)

SCIDB BASED FRAMEWORK FOR STORAGE AND ANALYSIS OF REMOTE SENSING BIG DATA
by: A. Joshi, et al.
Published: (2019-12-01)

Potential of big data approach for remote sensing of vehicle exhaust emissions
by: Lijun Hao, et al.
Published: (2021-03-01)

RESEARCH ON SAMPLING INSPECTION OF NATURAL RESOURCES IN THE BIG DATA ERA
by: F. J. Luo
Published: (2020-02-01)

The Massive Remote Sensing Data Organization and Management Strategies
by: Wei Hou, et al.
Published: (2017-01-01)

COUPLE GRAPH BASED LABEL PROPAGATION METHOD FOR HYPERSPECTRAL REMOTE SENSING DATA CLASSIFICATION
by: X. P. Wang, et al.
Published: (2018-04-01)

An index of non-sampling error in area frame sampling based on remote sensing data
by: Mingquan Wu, et al.
Published: (2018-11-01)

Big Data in Future Sensing
by: Ting Zhu, et al.
Published: (2015-10-01)

BIG DATA STREAMING FOR REMOTE SENSING TIME SERIES ANALYTICS USING MAPREDUCE
by: Luiz Fernando Ferreira Gomes de Assis, et al.
Published: (2017-05-01)

Global water cycle and remote sensing big data: overview, challenge, and opportunities
by: Yaokui Cui, et al.
Published: (2018-07-01)

Assessing Community-Level Livability Using Combined Remote Sensing and Internet-Based Big Geospatial Data
by: Likai Zhu, et al.
Published: (2020-12-01)

Estimating grassland curing with remotely sensed data
by: W. Chaivaranont, et al.
Published: (2018-06-01)

Mapping and assessment of wetland conditions by using remote sensing images and POI data
by: Bai, J., et al.
Published: (2021)

STUDY ON THE QUALITY CONTROL METHODS OF CLUSTER-BASED REMOTE SENSING IMAGE PROCESSING
by: L. Xia, et al.
Published: (2013-05-01)

Reversible Data Hiding and Smart Multimedia Computing Using Big Data in Remote Sensing Systems
by: Rahul Malik, et al.
Published: (2020-01-01)

Evaluation of Sampling Methods for Validation of Remotely Sensed Fractional Vegetation Cover
by: Xihan Mu, et al.
Published: (2015-12-01)

Semantic Segmentation of Remote-Sensing Imagery Using Heterogeneous Big Data: International Society for Photogrammetry and Remote Sensing Potsdam and Cityscape Datasets
by: Ahram Song, et al.
Published: (2020-10-01)

A DATA FIELD METHOD FOR URBAN REMOTELY SENSED IMAGERY CLASSIFICATION CONSIDERING SPATIAL CORRELATION
by: Y. Zhang, et al.
Published: (2016-06-01)

An Optimal Sample Data Usage Strategy to Minimize Overfitting and Underfitting Effects in Regression Tree Models Based on Remotely-Sensed Data
by: Yingxin Gu, et al.
Published: (2016-11-01)

Watershed Modeling with Remotely Sensed Big Data: MODIS Leaf Area Index Improves Hydrology and Water Quality Predictions
by: Adnan Rajib, et al.
Published: (2020-07-01)

Landslide Susceptibility Mapping: Machine and Ensemble Learning Based on Remote Sensing Big Data
by: Bahareh Kalantar, et al.
Published: (2020-05-01)

Advanced Machine Learning and Big Data Analytics in Remote Sensing for Natural Hazards Management
by: Francisco Martínez-Álvarez, et al.
Published: (2020-01-01)

A High-Dimensional Indexing Model for Multi-Source Remote Sensing Big Data
by: Lilu Zhu, et al.
Published: (2021-03-01)