Next Article in Journal
Does Customer Concentration Matter in Exploratory Innovation? The Moderating Effect of Board Interlocks and CEO Research Background
Previous Article in Journal
Sustainable Innovation Networks in China’s AI Industry: How Network Position and Institutional Environment Shape Regional Collaborative Performance
Previous Article in Special Issue
A Mini Review on Liquid Phase Catalytic Exchange for Hydrogen Isotope Separation: Current Status and Future Potential
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Article

Ecological Monitoring of Nuclear Test Sites over 20 Years Based on Remote Sensing Ecological Index: A Case Study of the Semipalatinsk Test Site

by
Aidana Sairike
1,
Noriyuki Kawano
1,2,
Vladisaya Bilyanova Vasileva
2 and
Mianwei Chen
3,*
1
Graduate School of Humanities and Social Sciences, Hiroshima University, Higashi-Hiroshima 739-8529, Japan
2
The Center for Peace, Hiroshima University, Hiroshima 730-0053, Japan
3
Graduate School of Advanced Science and Engineering, Hiroshima University, Higashi-Hiroshima 739-8527, Japan
*
Author to whom correspondence should be addressed.
Sustainability 2026, 18(1), 206; https://doi.org/10.3390/su18010206
Submission received: 17 November 2025 / Revised: 19 December 2025 / Accepted: 23 December 2025 / Published: 24 December 2025

Abstract

The Semipalatinsk Test Site (STS), one of the most heavily contaminated nuclear test sites globally, presents critical challenges for ecological monitoring and restoration due to long-term radioactive pollution and soil degradation. This study applied the Remote Sensing Ecological Index (RSEI) model to systematically evaluate the spatiotemporal changes in ecological quality at STS from 2003 to 2023. The RSEI model integrated multi-indicator data, including NDVI (Normalized Difference Vegetation Index), LST (Land Surface Temperature), WET (Wetness), and NDBSI (Normalized Difference Built-up and Soil Index), enabling a comprehensive assessment of ecological dynamics. Results demonstrated a significant improvement in ecological quality, with the RSEI increasing by 29.59% (from 0.345 in 2003 to 0.447 in 2023). PCA results indicated that ecological recovery was primarily influenced by surface temperature, vegetation cover, and soil moisture, with radioactive residues further hindering recovery in severely contaminated zones. The proportion of “Poor” areas declined from 14.99% to 0.61%, while “Moderate” and “Good” areas expanded to 55.76% and 8.87%, respectively. Peripheral regions showed faster recovery due to effective natural and management interventions, while core high-contamination zones (Sary-Uzen) exhibited slower recovery due to persistent radioactive residues. This study highlights the applicability of RSEI for assessing ecological recovery in nuclear test sites and emphasizes the need for targeted remediation strategies. These findings provide valuable insights for global ecological management of nuclear test sites, supporting sustainable restoration efforts.
Keywords: remote sensing; environmental assessment; Semipalatinsk test site; RSEI; principal component analysis remote sensing; environmental assessment; Semipalatinsk test site; RSEI; principal component analysis

Share and Cite

MDPI and ACS Style

Sairike, A.; Kawano, N.; Vasileva, V.B.; Chen, M. Ecological Monitoring of Nuclear Test Sites over 20 Years Based on Remote Sensing Ecological Index: A Case Study of the Semipalatinsk Test Site. Sustainability 2026, 18, 206. https://doi.org/10.3390/su18010206

AMA Style

Sairike A, Kawano N, Vasileva VB, Chen M. Ecological Monitoring of Nuclear Test Sites over 20 Years Based on Remote Sensing Ecological Index: A Case Study of the Semipalatinsk Test Site. Sustainability. 2026; 18(1):206. https://doi.org/10.3390/su18010206

Chicago/Turabian Style

Sairike, Aidana, Noriyuki Kawano, Vladisaya Bilyanova Vasileva, and Mianwei Chen. 2026. "Ecological Monitoring of Nuclear Test Sites over 20 Years Based on Remote Sensing Ecological Index: A Case Study of the Semipalatinsk Test Site" Sustainability 18, no. 1: 206. https://doi.org/10.3390/su18010206

APA Style

Sairike, A., Kawano, N., Vasileva, V. B., & Chen, M. (2026). Ecological Monitoring of Nuclear Test Sites over 20 Years Based on Remote Sensing Ecological Index: A Case Study of the Semipalatinsk Test Site. Sustainability, 18(1), 206. https://doi.org/10.3390/su18010206

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Article metric data becomes available approximately 24 hours after publication online.
Back to TopTop