Citation: Jha, S.K.; Negi, A.K.;
Alatalo, J.M.; Prabhu, V.; Jha, M.B.;
Kumar, H. Forest Degradation Index:
A Tool for Forest Vulnerability
Assessment in Indian Western
Himalaya. Sustainability 2022, 14,
15655. https://doi.org/10.3390/
su142315655
Academic Editors: Filippo Vitolla,
Nicola Raimo, Ornella Malandrino
and Benedetta Esposito
Received: 18 September 2022
Accepted: 10 October 2022
Published: 24 November 2022
Publisher’s Note: MDPI stays neutral
with regard to jurisdictional claims in
published maps and institutional affil-
iations.
Copyright: © 2022 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/).
sustainability
Article
Forest Degradation Index: A Tool for Forest Vulnerability
Assessment in Indian Western Himalaya
Shashidhar Kumar Jha
1,
*, Ajeet Kumar Negi
2
, Juha Mikael Alatalo
3
, Vignesh Prabhu
4
, Mani Bhushan Jha
1
and Hemant Kumar
5
1
Climate Program, World Resources Institute, Delhi 110016, India
2
Department of Forestry and Natural Resources, Hemvati Nandan Garhwal (A Central) University,
Srinagar 246174, Uttarakhand, India
3
Environmental Science Center, Qatar University, Doha 2713, Qatar
4
Center for Study of Science, Technology, and Policy, Bengaluru 560094, Karnataka, India
5
Center for Rural Development & Innovative Sustainable Technology, IIT-Kharagpur,
Kharagpur 721302, West Bengal, India
* Correspondence: shashidharkj@gmail.com or shashidhar.jha@wri.org
Abstract: The global climate is showing altered temperatures and precipitation levels. Forests can be
a stabilizing force in climate change. They regulate the nutrient cycle, protect species and diversity,
and support livelihoods that drive holistic growth. Presently, the forest ecosystem’s capacity to
withstand change is being undermined by the rate of change, along with anthropogenic pressures
and the specificities of mountainous regions. Here, we attempted to design a ‘forest vulnerability
index’ using field measurements and household surveys. A total of 71 quadrants were laid out, and
545 respondents were interviewed in 91 villages along the altitudinal gradient (altitude < 1200 m asl
(Zone A), 1200–1800 m asl (Zone B), and >1800 m asl (Zone C)) of the Pauri district of Uttarakhand,
India. The village-level data were normalized and combined to represent climate change impacts and
the dimension of vulnerability. The IPCC (2014) protocol was used to assess forest vulnerability. The
highest vulnerability was recorded in Zone ‘B’, and higher sensitivity, higher climate change impacts,
and lower adaptive capacities were recorded in Zone ‘B’ and ‘C’. The approach is comparable within
the district and between the states. In enhancing our shared understanding of forest degradation, the
results are of value to policy/decision-makers, implementers, and adaptation funding agencies, who
can use them to assess the scale, cause, and actions for adaptation.
Keywords: climate change; forest vulnerability; indicators; Himalaya
1. Introduction
The Himalayas are an ecologically rich range of mountains range that serve humans
with a wide range of goods and services (Rasul 2014 [1]; Badola et al., 2015 [2]). The ecosys-
tem hosts various natural resources and diverse habitats, with a considerable altitudinal
variation. The naturally rich repository nourishes more than seven countries (Government
of Uttarakhand, 2014 [3]), and is associated with social and economic benefits within rural
Himalayan communities (Hoy et al., 2016 [4]). Overall, the Himalayas provide a plethora
of goods and services to mountain communities and millions of downstream inhabitants.
The ecosystem has become critical in contributing to the continuous flow of services.
Himalaya is projected to be extremely sensitive to climate change (Indian Network
for Climate Change Assessment, 2010 [5]; Chaturvedi et al., 2011 [6]; Singh and Hietala
2014 [7]), as the changes are likely to alter the regulation of terrestrial biogeochemical
processes, such as litter decomposition, nitrification, denitrification, nitrogen mineralization,
nutrient uptake, fine root dynamics, and soil respiration and productivity (Jha 2020 [8]).
Historical patterns have had the following effects: glaciers receding (Kumar et al., 2015 [9]),
deterioration in water resources (Li et al., 2016 [10]), drying out of traditional water sources
Sustainability 2022, 14, 15655. https://doi.org/10.3390/su142315655 https://www.mdpi.com/journal/sustainability