Assessing impact of forest landscape dynamics on migratory corridors: a case study of two protected areas in Himalayan foothills

被引:0
|
作者
P. K. Joshi
Kamini Yadav
V. S. P. Sinha
机构
[1] TERI University,
来源
关键词
Migratory corridor; Least cost pathway; LULC; LCM; Predictive modeling; Protected areas;
D O I
暂无
中图分类号
学科分类号
摘要
Contiguity of protected areas (PAs) is a critical factor to promote well being of the native flora, fauna and life support system to humans. Such contiguity cannot be guaranteed without providing a path or ‘a corridor’ through forested landscapes that includes natural land cover and undisturbed patches. Incidentally, the Himalayan foothills have greater pressure on these landscapes due to high human dependence for livelihood. This pressure is expected to increase in the coming years altering the potential corridors between PAs. The PA managers need flexible processing, modeling and decision tools to propose a range of acceptable corridors between the PAs and ensure their sustainable health. Such flexible tools can be utilized in future to modify for taking decision to conserve the patches connecting patches and adapt as per changing landscapes. This article describes utility of geospatial modeling tools to assess the status of corridors in light of changing landscapes between Rajaji and Jim Corbett National Park, the two most important PAs in the Himalayan foothills. The work has been carried out in four stages, first—using satellite data land use land cover (LULC) maps were prepared for year 1990, 2000 and 2005, second—Land Change Modeler (LCM) was used for LULC change analysis, third—Multi Layer Perceptron Neural Network (MLPNN) was used to predict the status of LULC for 2015 and 2020, and fourth—using temporal morphology of the areas behaving both as barrier and easiness, friction surface cost was calculated to identify least cost pathways (LCPs)/migratory corridors between the PAs. The LULC maps for 1990, 2000 and 2005 were evaluated using accuracy assessment (80%) and Khat statistics (>0.79). The change prediction model was validated by comparing actual LULC of 2005 with predicted LULC of 2005 and the agreement was 71%. The LCP has shifted with the predicted change in the classes. The corridor has shifted by 0.5–3 km towards the south and has come closer to the agriculture fields and river channels.
引用
收藏
页码:3393 / 3411
页数:18
相关论文
共 50 条
  • [1] Assessing impact of forest landscape dynamics on migratory corridors: a case study of two protected areas in Himalayan foothills
    Joshi, P. K.
    Yadav, Kamini
    Sinha, V. S. P.
    BIODIVERSITY AND CONSERVATION, 2011, 20 (14) : 3393 - 3411
  • [2] Assessing the influence of landscape conservation and protected areas on social wellbeing using random forest machine learning
    Fisher, Joshua
    Allen, Summer
    Yetman, Greg
    Pistolesi, Linda
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [3] Is forest cover conserved and restored by protected areas?: The case of two wild protected areas in the Central Pacific of Costa Rica
    Guzman Q., J. Antonio
    Heiner Vega, S.
    REVISTA DE BIOLOGIA TROPICAL, 2015, 63 (03) : 579 - 590
  • [4] LINKS BETWEEN PROTECTED AREAS AND FOREST DYNAMICS IN THE ROMANIAN CARPATHIANS. CALIMANI MOUNTAINS, AS A CASE STUDY
    Pintilii, Radu-Daniel
    Ciobotaru, Ana-Maria
    Marin, Marian
    PUBLIC RECREATION AND LANDSCAPE PROTECTION - WITH SENSE HAND IN HAND..., 2019, : 231 - 235
  • [5] Butterfly declines in protected areas of Illinois: Assessing the influence of two decades of climate and landscape change
    Kucherov, Nicole B.
    Minor, Emily S.
    Johnson, Philip P.
    Taron, Doug
    Matteson, Kevin C.
    PLOS ONE, 2021, 16 (10): : e0257889
  • [6] Modeling spatio-temporal change patterns of forest cover: a case study from the Himalayan foothills (India)
    Madhushree Munsi
    G. Areendran
    P. K. Joshi
    Regional Environmental Change, 2012, 12 : 619 - 632
  • [7] Modeling spatio-temporal change patterns of forest cover: a case study from the Himalayan foothills (India)
    Munsi, Madhushree
    Areendran, G.
    Joshi, P. K.
    REGIONAL ENVIRONMENTAL CHANGE, 2012, 12 (03) : 619 - 632
  • [8] Frontiers of protected areas versus forest exploitation: Assessing habitat network functionality in 16 case study regions globally
    Angelstam, Per
    Albulescu, Andra-Cosmina
    Andrianambinina, Ollier Duranton F.
    Aszalos, Reka
    Borovichev, Eugene
    Cardona, Walter Cano
    Dobrynin, Denis
    Fedoriak, Mariia
    Firm, Dejan
    Hunter, Malcolm L., Jr.
    de Jong, Wil
    Lindenmayer, David
    Manton, Michael
    Monge, Juan J.
    Mezei, Pavel
    Michailova, Galina
    Brenes, Carlos L. Munoz
    Pastur, Guillermo Martinez
    Petrova, Olga, V
    Petrov, Victor
    Pokorny, Benny
    Rafanoharana, Serge C.
    Rosas, Yamina Micaela
    Seymour, Bob Robert
    Waeber, Patrick O.
    Wilme, Lucienne
    Yamelynets, Taras
    Zlatanov, Tzvetan
    AMBIO, 2021, 50 (12) : 2286 - 2310
  • [9] Frontiers of protected areas versus forest exploitation: Assessing habitat network functionality in 16 case study regions globally
    Per Angelstam
    Andra-Cosmina Albulescu
    Ollier Duranton F. Andrianambinina
    Réka Aszalós
    Eugene Borovichev
    Walter Cano Cardona
    Denis Dobrynin
    Mariia Fedoriak
    Dejan Firm
    Malcolm L. Hunter
    Wil de Jong
    David Lindenmayer
    Michael Manton
    Juan J. Monge
    Pavel Mezei
    Galina Michailova
    Carlos L. Muñoz Brenes
    Guillermo Martínez Pastur
    Olga V. Petrova
    Victor Petrov
    Benny Pokorny
    Serge C. Rafanoharana
    Yamina Micaela Rosas
    Bob Robert Seymour
    Patrick O. Waeber
    Lucienne Wilmé
    Taras Yamelynets
    Tzvetan Zlatanov
    Ambio, 2021, 50 : 2286 - 2310
  • [10] Historic Landscape Characterization in Protected Areas; A Case Study Kazdagi National Park
    Sengur, Seyma
    Nurlu, Engin
    JOURNAL OF AGRICULTURAL SCIENCES-TARIM BILIMLERI DERGISI, 2021, 27 (01): : 106 - 113