Dr. Jieying Xiao Profile

Dr. Jieying Xiao

at Hebei Univ of Science and Technology

SPIE Involvement:

Author

Publications (1)

This will count as one of your downloads.

You will have access to both the presentation and article (if available).

DOWNLOAD NOW

This content is available for download via your institution's subscription. To access this item, please sign in to your personal account.

Email or Username Forgot your username?

Password Forgot your password?

Show

Keep me signed in

No SPIE account? Create an account

Proceedings Article | 12 December 2006 Paper

Paddy ground truth data collection and evaluation for land cover mapping

Hiroshi Sato, Ryutaro Tateishi, Jieying Xiao

Proceedings Volume 6411, 641120 (2006) https://doi.org/10.1117/12.694194

KEYWORDS: Climatology, Associative arrays, MODIS, Climate change, Earth observing sensors, Vegetation, Image resolution, Composites, Remote sensing, Landsat

Read Abstract +

Ground truth data have grid cells that consist of single land cover classification (pure grid cell), and they are useful as the training data in classifying global land cover. Previous studies showed many global land cover map, however, they have rarely reported locations and collection method of the training data that they might use. Paddy is indispensable classification for global land cover mapping but there is no established method for collecting paddy ground truth data. In this study we collected paddy ground truth candidate data from the existing 1km-resolution China national land use data, which was produced using 30m-resolution LANDSAT/TM data. Since the land use data recorded classification area ratio in each grid cell, it is efficient to collect paddy's pure grid cells. We collected pure grid cells of paddy and segmented them into small areas, and obtained paddy ground truth candidate sites. After the sites whose area >= nine grid cells (=9 km²) were selected, we examined the selected sites' Normalized Difference Vegetation Index (NDVI) time-series changes in 2003 using TERRA/Moderate Resolution Imaging Spectroradiometer (MODIS) 16-days composite data. Furthermore, we chose the sites whose NDVI standard deviation =< 0.1 through 2003, as a result, the number of the selected sites was 271. The 271 candidate sites were assigned to nine China climatic zones, and the sites that are located near climatic boundaries were eliminated. The site whose area is largest in each climatic zone was tried to be selected. Finally, ten sites of paddy ground truth data were collected.

My Library

You currently do not have any folders to save your paper to! Create a new folder below.

Folder Name

Folder Description

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Access to the requested content is limited to institutions that have purchased or subscribe to SPIE eBooks. You are receiving this notice because your organization may not have SPIE eBooks access.*

*Shibboleth/Open Athens users─please sign in to access your institution's subscriptions.

To obtain this item, you may purchase the complete book in print or electronic format on SPIE.org.

ORGANIZATIONAL
Sign in with credentials provided by your organization.

Organizational Username

Organizational Password

Show/Hide Password

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members:

Non-members: ADD TO CART

Keywords/Phrases

Search In:

Publication Years