Related Experiment Video
Updated: Jul 22, 2025

00:09
Leaf Area Index Estimation Using Three Distinct Methods in Pure Deciduous Stands
Published on: August 29, 2019
13.6K
Spatial database of planted forests in East Asia
Akane O Abbasi1, Xiaolu Tang2,3, Nancy L Harris4
1Forest Advanced Computing and Artificial Intelligence (FACAI) Lab, Department of Forestry and Natural Resources, Purdue University, 715 W State St., West Lafayette, IN, 47907, USA.
Scientific Data
|July 22, 2023
Summary
This study maps East Asia's planted forests, revealing China
Area of Science:
- Forestry science
- Ecology
- Remote sensing
Background:
- Planted forests are vital for climate change mitigation and ecosystem services.
- East Asia holds 36% of global planted forests, but data on their distribution and species is scarce.
Purpose of the Study:
- To create the first spatial database of planted forests in East Asia.
- To map geographic distribution and dominant tree genera.
- To enable accurate quantification of planted forests' role in climate change mitigation.
Main Methods:
- Utilized extensive in situ and remote sensing data.
- Employed an ensemble modeling approach for spatial analysis.
- Developed spatially-continuous maps with 95% accuracy and an F1 score of 0.77.
Main Results:
- Identified 948,863 km² of planted forests in East Asia.
- China accounts for 87% of this area, primarily in tropical/subtropical lowlands and the Sichuan Basin.
Conclusions:
- The developed database provides crucial data for understanding planted forest distribution.
- Findings support effective forest conservation, management, and global restoration initiatives.
- Accurate mapping aids in quantifying the climate change mitigation potential of planted forests.
Related Concept Videos
Selected Data About Geographic Locations
49
Geographic Information Systems (GIS) rely on two core types of data: spatial data and attribute data.Spatial DataSpatial data defines the physical location of features within a coordinate system, typically expressed in terms of latitude and longitude. It provides precise positioning for elements like roads, rivers, or buildings.Attribute DataAttribute data complements spatial data by adding descriptive information about these features. For example, a road's spatial data includes its start and...
49
GIS Software, Hardware, and Sources of GIS Data
94
A Geographic Information System (GIS) combines specialized software and hardware to effectively manage, analyze, and present spatial and related data. GIS software includes critical functionalities such as a user interface for easy navigation, database management tools for handling spatial and attribute data, and data retrieval features for efficient access. Analytical tools transform raw data into insights, while display functions produce maps and reports in various formats for effective...
94
Softwoods and Hardwoods
192
Softwoods and hardwoods, derived from different types of trees, are distinguished by their leaf structures and cellular compositions, each serving unique purposes in construction and manufacturing. Softwoods come from cone-bearing trees with needle-like leaves and are predominantly composed of longitudinal cells called tracheids and a smaller proportion of radial cells known as rays. Due to their cellular structure, softwoods are commonly used in construction for structural frames, sheathing,...
192
Levels of Use of a GIS
72
Geographic Information Systems (GIS) operate across three levels of application, each representing an increasing degree of complexity: data management, analysis, and prediction. These levels reflect the expanding functionality and versatility of GIS technology in handling spatial data for diverse purposes.Data ManagementAt its foundational level, GIS serves as a tool for data management, enabling the input, storage, retrieval, and organization of spatial data. This level is often employed in...
72
Thematic Layering in GIS
59
In the past, planning projects such as schools or public facilities required extensive manual effort to gather and compile data. Information such as property boundaries, soil characteristics, road networks, zoning regulations, and flood zones had to be sourced individually from courthouses, utility providers, and registry offices. Assembling these datasets into a coherent format often took several months, delaying project timelines.The introduction of Geographic Information Systems (GIS)...
59
Applications of GIS: Disaster Management and Emergency Response
112
Geographic Information System (GIS) technology is essential for risk identification, action prioritization, and resource optimization in critical situations like flooding and earthquakes. By integrating spatial and demographic data, GIS provides a comprehensive framework for emergency response.GIS integrates data layers, like rainfall intensity, topography, elevation profiles, and river levels, to model high-risk flood zones. These layers assess areas susceptible to flooding based on their...
112

