Assessing Spatial-Temporal Changes in Monetary Values of Urban Ecosystem Services through Remotely Sensed Data

Reckless urbanization in developing regions is leading to the deterioration of the urban environment. The ensuing impacts can place a burden on urban ecology, urban infrastructure, and residents. This scenario requires a combination of avoidance measures and a detailed assessment of the ecological s...

Full description

Saved in:
Bibliographic Details
Published inSustainability Vol. 14; no. 22; p. 15136
Main Authors Zaman-ul-Haq, Muhammad, Kanwal, Ambrina, Gardezi, Akber Abid, Fatima, Hina, Saqib, Zafeer, Bokhari, Syed Atif, Nasr, Emad Abouel, Ahmad, Shafiq, Shafiq, Muhammad
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.11.2022
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Reckless urbanization in developing regions is leading to the deterioration of the urban environment. The ensuing impacts can place a burden on urban ecology, urban infrastructure, and residents. This scenario requires a combination of avoidance measures and a detailed assessment of the ecological sustainability of the city. While monetary assessments are certainly conceivable, in this study, the contributions of urban environmental infrastructure are weighed financially. Semi-planned (Jhang) and planned (Faisalabad) urban settlements provided the context for this survey. The study uses the Benefit Transfer Method (BTM) to assess changes in the monetary value of urban ecosystem services (UES) from remote sensing data. This finding suggests that urbanization in Pakistan is devouring productive ecological land in urban areas. The assessment shows that between 1989 and 2019, the agricultural area in Faisalabad shrank (−17.38%), and the built-up area increased (16.05%). Likewise, in Jhang City, the built-up area (4.44%) and wasteland (3.10%) swelled. However, during this period (1989–2019), the proportion of agricultural land in Jhang City decreased (−8.93%). As a result, prime areas of UES are falling back into low-return areas. It also found that provisioning ecosystem services (PES) accounted for a significant portion (68.12%) of the UES produced in Faisalabad and Jhang (69.72%), respectively. In contrast, Cultural Ecosystem Services (CES) contributed the smallest share of UES in Faisalabad (1.63%) and Jhang (1.65%). However, the remaining two services, regulatory and support services, made significant contributions. The assessment shows the role of incoherence, inconsistency, resource constraints, and neglect in compromising the urban environmental integrity of these cities. This situation requires a comprehensive assessment and coordinated effort. For this, it is feasible and useful to combine socioeconomic information with land cover data through computerized equipment.
AbstractList Reckless urbanization in developing regions is leading to the deterioration of the urban environment. The ensuing impacts can place a burden on urban ecology, urban infrastructure, and residents. This scenario requires a combination of avoidance measures and a detailed assessment of the ecological sustainability of the city. While monetary assessments are certainly conceivable, in this study, the contributions of urban environmental infrastructure are weighed financially. Semi-planned (Jhang) and planned (Faisalabad) urban settlements provided the context for this survey. The study uses the Benefit Transfer Method (BTM) to assess changes in the monetary value of urban ecosystem services (UES) from remote sensing data. This finding suggests that urbanization in Pakistan is devouring productive ecological land in urban areas. The assessment shows that between 1989 and 2019, the agricultural area in Faisalabad shrank (−17.38%), and the built-up area increased (16.05%). Likewise, in Jhang City, the built-up area (4.44%) and wasteland (3.10%) swelled. However, during this period (1989–2019), the proportion of agricultural land in Jhang City decreased (−8.93%). As a result, prime areas of UES are falling back into low-return areas. It also found that provisioning ecosystem services (PES) accounted for a significant portion (68.12%) of the UES produced in Faisalabad and Jhang (69.72%), respectively. In contrast, Cultural Ecosystem Services (CES) contributed the smallest share of UES in Faisalabad (1.63%) and Jhang (1.65%). However, the remaining two services, regulatory and support services, made significant contributions. The assessment shows the role of incoherence, inconsistency, resource constraints, and neglect in compromising the urban environmental integrity of these cities. This situation requires a comprehensive assessment and coordinated effort. For this, it is feasible and useful to combine socioeconomic information with land cover data through computerized equipment.
Audience Academic
Author Nasr, Emad Abouel
Shafiq, Muhammad
Zaman-ul-Haq, Muhammad
Fatima, Hina
Saqib, Zafeer
Gardezi, Akber Abid
Kanwal, Ambrina
Ahmad, Shafiq
Bokhari, Syed Atif
Author_xml – sequence: 1
  givenname: Muhammad
  surname: Zaman-ul-Haq
  fullname: Zaman-ul-Haq, Muhammad
– sequence: 2
  givenname: Ambrina
  surname: Kanwal
  fullname: Kanwal, Ambrina
– sequence: 3
  givenname: Akber Abid
  surname: Gardezi
  fullname: Gardezi, Akber Abid
– sequence: 4
  givenname: Hina
  surname: Fatima
  fullname: Fatima, Hina
– sequence: 5
  givenname: Zafeer
  surname: Saqib
  fullname: Saqib, Zafeer
– sequence: 6
  givenname: Syed Atif
  surname: Bokhari
  fullname: Bokhari, Syed Atif
– sequence: 7
  givenname: Emad Abouel
  orcidid: 0000-0001-6967-7747
  surname: Nasr
  fullname: Nasr, Emad Abouel
– sequence: 8
  givenname: Shafiq
  orcidid: 0000-0003-0712-9133
  surname: Ahmad
  fullname: Ahmad, Shafiq
– sequence: 9
  givenname: Muhammad
  orcidid: 0000-0001-7337-7608
  surname: Shafiq
  fullname: Shafiq, Muhammad
BookMark eNptkU1P3DAQhq2KSnye-AOWeqpQqL8SJ8fVFigSCImFXqOJY2eNEntrO4j995huD1DhOdiaed4Zz8wh2nPeaYROKTnnvCE_4kwFY7SkvPqCDhiRtKCkJHvv3vvoJMYnkg_ntKHVAXKLGHWM1g14tYFkYSwe9LTxAUa8XIMbdMTW4dtcKkHY4t8wztnlDX4MHTh8oXzcxqQnvNLh2aocS-vg52GN7_Xkkx63OeKi7vFPSHCMvhoYoz75dx-hx8uLh-Wv4ubu6nq5uCkUlzQVoqsrBgQo7SvFec1BsM7QToqSUV0S3ndasd4wo0AyAZI3QopOMaVKahrBj9C3Xd5N8H_yh1P75OfgcsmW_YVrXleZOt9RA4y6tc74FEBl6_VkVW7Z2OxfSCFp3UhZZsH3D4LMJP2SBphjbK9X9x9ZumNV8DEGbVplU55wlgSwY0tJ-7a29t3asubsP80m2CnP_VP6FSPAmYE
CitedBy_id crossref_primary_10_1080_27669645_2024_2378633
crossref_primary_10_3390_rs16224180
crossref_primary_10_3390_atmos14101515
Cites_doi 10.3390/su10051341
10.1016/S0921-8009(01)00250-6
10.1016/j.ecoser.2012.07.005
10.20944/preprints201808.0029.v1
10.1017/CBO9780511536021.003
10.3390/su10103580
10.3390/su9081473
10.3097/LO.200915
10.1016/j.gloenvcha.2014.04.002
10.3390/su12145707
10.15666/aeer/1603_35453581
10.1007/s10661-012-2929-x
10.1016/j.ecolecon.2014.02.018
10.1016/j.ecoser.2018.05.001
10.1080/10962247.2015.1040526
10.24057/2071-9388-2020-64
10.3390/ijgi10080539
10.3390/rs13245134
10.1007/s10661-007-0067-7
10.1016/j.habitatint.2016.07.004
10.1890/080091
10.1016/S0921-8009(02)00089-7
10.1016/j.agee.2005.11.025
10.1007/s11356-020-09227-9
10.3390/land10080793
10.1016/j.ecolmodel.2015.01.029
10.3390/ijerph16081321
10.1080/02665433.2019.1573376
10.1016/j.envsci.2014.07.004
10.1038/387253a0
10.22541/au.159646754.41195116
10.2166/wcc.2021.244
10.3390/su14052810
10.1016/j.ecolind.2019.01.012
10.1016/j.landusepol.2003.10.003
10.3390/su14031471
10.1016/j.ecoser.2016.10.015
10.1007/s12517-021-07504-6
10.1007/s10661-019-7224-7
10.3390/rs1030330
10.1890/100068
10.1007/s10661-006-9344-0
10.1080/15481603.2013.795307
10.15666/aeer/1604_42654287
10.1016/j.jclepro.2021.126588
10.3390/su132011231
ContentType Journal Article
Copyright COPYRIGHT 2022 MDPI AG
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/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: COPYRIGHT 2022 MDPI AG
– notice: 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/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID AAYXX
CITATION
ISR
4U-
ABUWG
AFKRA
AZQEC
BENPR
CCPQU
DWQXO
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
DOI 10.3390/su142215136
DatabaseName CrossRef
Gale In Context: Science
University Readers
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
ProQuest Central
ProQuest One Community College
ProQuest Central Korea
ProQuest Central Premium
ProQuest One Academic
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
DatabaseTitle CrossRef
Publicly Available Content Database
University Readers
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest One Academic Eastern Edition
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest Central China
ProQuest Central
ProQuest One Academic UKI Edition
ProQuest Central Korea
ProQuest Central (New)
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList CrossRef

Publicly Available Content Database
Database_xml – sequence: 1
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Economics
Environmental Sciences
EISSN 2071-1050
ExternalDocumentID A747189775
10_3390_su142215136
GeographicLocations Pakistan
GeographicLocations_xml – name: Pakistan
GroupedDBID 29Q
2WC
2XV
4P2
5VS
7XC
8FE
8FH
A8Z
AAHBH
AAYXX
ACHQT
ADBBV
ADMLS
AENEX
AFKRA
AFMMW
ALMA_UNASSIGNED_HOLDINGS
BCNDV
BENPR
CCPQU
CITATION
E3Z
ECGQY
FRS
GX1
IAO
IEP
ISR
ITC
KQ8
ML.
MODMG
M~E
OK1
P2P
PHGZM
PHGZT
PIMPY
PROAC
TR2
PMFND
4U-
ABUWG
AZQEC
DWQXO
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
ID FETCH-LOGICAL-c371t-4b862a0a11d6c3383a42bf1b74521e503dbec2df2fca724a739474bc2cc51f943
IEDL.DBID BENPR
ISSN 2071-1050
IngestDate Mon Jun 30 07:31:01 EDT 2025
Tue Jun 10 21:01:15 EDT 2025
Fri Jun 27 05:26:05 EDT 2025
Tue Jul 01 03:42:01 EDT 2025
Thu Apr 24 22:53:21 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 22
Language English
License https://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c371t-4b862a0a11d6c3383a42bf1b74521e503dbec2df2fca724a739474bc2cc51f943
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0001-7337-7608
0000-0003-0712-9133
0000-0001-6967-7747
OpenAccessLink https://www.proquest.com/docview/2739478386?pq-origsite=%requestingapplication%
PQID 2739478386
PQPubID 2032327
ParticipantIDs proquest_journals_2739478386
gale_infotracacademiconefile_A747189775
gale_incontextgauss_ISR_A747189775
crossref_citationtrail_10_3390_su142215136
crossref_primary_10_3390_su142215136
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2022-11-01
PublicationDateYYYYMMDD 2022-11-01
PublicationDate_xml – month: 11
  year: 2022
  text: 2022-11-01
  day: 01
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Sustainability
PublicationYear 2022
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References Cai (ref_42) 2013; 185
ref_12
Burkhard (ref_55) 2009; 15
Zhao (ref_57) 2004; 21
ref_10
Atif (ref_2) 2018; 16
ref_51
Farah (ref_60) 2012; 10
Waseem (ref_64) 2022; 13
ref_18
Chuai (ref_37) 2016; 57
Plummer (ref_26) 2009; 7
Metzger (ref_15) 2006; 114
Kreuter (ref_41) 2001; 39
ref_61
Wilson (ref_1) 2002; 41
Song (ref_16) 2015; 318
Stock (ref_23) 2019; 35
Shah (ref_47) 2020; 27
ref_25
ref_24
Brander (ref_19) 2012; 1
ref_22
Jabeen (ref_43) 2017; 54
Atif (ref_8) 2018; 16
ref_21
ref_20
Richardson (ref_56) 2015; 115
ref_29
ref_27
Wang (ref_52) 2014; 44
Xie (ref_53) 2008; 23
Fiore (ref_50) 2015; 65
Collins (ref_5) 2011; 9
Hu (ref_39) 2008; 146
Costanza (ref_14) 2014; 26
ref_36
Pandeya (ref_54) 2016; 22
ref_35
ref_34
ref_33
Liu (ref_11) 2021; 297
Gashaw (ref_38) 2018; 31
ref_30
Manandhar (ref_31) 2009; 1
Loh (ref_28) 2008; 1
Gondal (ref_44) 2021; 7
Bokhari (ref_6) 2021; 14
Shakeel (ref_63) 2015; 4
Zaman (ref_9) 2020; 13
Chi (ref_17) 2019; 101
Adaku (ref_13) 2014; 1
Tripathi (ref_32) 2019; 191
ref_46
ref_45
Wiesmann (ref_65) 2013; 50
Mazhar (ref_58) 2011; 63
ref_3
ref_49
ref_48
Bukhari (ref_59) 1971; 26
Costanza (ref_4) 1997; 387
Li (ref_40) 2007; 128
Saeed (ref_62) 2012; 12
ref_7
References_xml – ident: ref_49
– volume: 63
  start-page: 249
  year: 2011
  ident: ref_58
  article-title: Temporal population growth of Faisalabad city
  publication-title: Pak. J. Sci.
– ident: ref_12
  doi: 10.3390/su10051341
– volume: 39
  start-page: 333
  year: 2001
  ident: ref_41
  article-title: Change in ecosystem service values in the San Antonio area, Texas
  publication-title: Ecol. Econ.
  doi: 10.1016/S0921-8009(01)00250-6
– volume: 1
  start-page: 50
  year: 2012
  ident: ref_19
  article-title: Global estimates of the value of ecosystems and their services in monetary units
  publication-title: Ecosyst. Serv.
  doi: 10.1016/j.ecoser.2012.07.005
– ident: ref_27
  doi: 10.20944/preprints201808.0029.v1
– ident: ref_21
  doi: 10.1017/CBO9780511536021.003
– ident: ref_34
  doi: 10.3390/su10103580
– ident: ref_61
  doi: 10.3390/su9081473
– volume: 15
  start-page: 1
  year: 2009
  ident: ref_55
  article-title: Landscapes’ capacities to provide ecosystem services—A concept for land-cover based assessments
  publication-title: Landsc. Online
  doi: 10.3097/LO.200915
– volume: 26
  start-page: 152
  year: 2014
  ident: ref_14
  article-title: Changes in the global value of ecosystem services
  publication-title: Glob. Environ. Change
  doi: 10.1016/j.gloenvcha.2014.04.002
– ident: ref_35
  doi: 10.3390/su12145707
– volume: 16
  start-page: 3545
  year: 2018
  ident: ref_8
  article-title: Identification of key-trends and evaluation of contemporary research regarding urban ecosystem services: A path towards socio-ecological sustainability of urban areas
  publication-title: Appl. Ecol. Environ. Res.
  doi: 10.15666/aeer/1603_35453581
– volume: 185
  start-page: 5111
  year: 2013
  ident: ref_42
  article-title: Land use pattern, socio-economic development, and assessment of their impacts on ecosystem service value: Study on natural wetlands distribution area (NWDA) in Fuzhou city, southeastern China
  publication-title: Environ. Monit. Assess.
  doi: 10.1007/s10661-012-2929-x
– volume: 115
  start-page: 51
  year: 2015
  ident: ref_56
  article-title: The role of benefit transfer in ecosystem service valuation
  publication-title: Ecol. Econ.
  doi: 10.1016/j.ecolecon.2014.02.018
– volume: 31
  start-page: 219
  year: 2018
  ident: ref_38
  article-title: Estimating the impacts of land use/land cover changes on Ecosystem Service Values: The case of the Andassa watershed in the Upper Blue Nile basin of Ethiopia
  publication-title: Ecosyst. Serv.
  doi: 10.1016/j.ecoser.2018.05.001
– volume: 65
  start-page: 645
  year: 2015
  ident: ref_50
  article-title: Air quality and climate connections
  publication-title: J. Air Waste Manag. Assoc.
  doi: 10.1080/10962247.2015.1040526
– volume: 13
  start-page: 107
  year: 2020
  ident: ref_9
  article-title: The Dynamics of Urbanizations and Concomitant Land Use Land Cover Transformations in Planned and Quasi-Planned Urban Settlements of Pakistan
  publication-title: Geogr. Environ. Sustain.
  doi: 10.24057/2071-9388-2020-64
– ident: ref_48
– ident: ref_51
  doi: 10.3390/ijgi10080539
– ident: ref_30
  doi: 10.3390/rs13245134
– volume: 146
  start-page: 147
  year: 2008
  ident: ref_39
  article-title: Impact of land use and land cover changes on ecosystem services in Menglun, Xishuangbanna, Southwest China
  publication-title: Environ. Monit. Assess.
  doi: 10.1007/s10661-007-0067-7
– volume: 57
  start-page: 164
  year: 2016
  ident: ref_37
  article-title: Land use and ecosystems services value changes and ecological land management in coastal Jiangsu, China
  publication-title: Habitat Int.
  doi: 10.1016/j.habitatint.2016.07.004
– volume: 7
  start-page: 38
  year: 2009
  ident: ref_26
  article-title: Assessing benefit transfer for the valuation of ecosystem services
  publication-title: Front. Ecol. Environ.
  doi: 10.1890/080091
– volume: 41
  start-page: 393
  year: 2002
  ident: ref_1
  article-title: A typology for the classification, description and valuation of ecosystem functions, goods and services
  publication-title: Ecol. Econ.
  doi: 10.1016/S0921-8009(02)00089-7
– volume: 114
  start-page: 69
  year: 2006
  ident: ref_15
  article-title: The vulnerability of ecosystem services to land use change
  publication-title: Agric. Ecosyst. Environ.
  doi: 10.1016/j.agee.2005.11.025
– volume: 27
  start-page: 40907
  year: 2020
  ident: ref_47
  article-title: Exploring the linkage among energy intensity, carbon emission and urbanization in Pakistan: Fresh evidence from ecological modernization and environment transition theories
  publication-title: Environ. Sci. Pollut. Res.
  doi: 10.1007/s11356-020-09227-9
– volume: 23
  start-page: 911
  year: 2008
  ident: ref_53
  article-title: Expert knowledge based valuation method of ecosystem services in China
  publication-title: J. Nat. Resour.
– ident: ref_7
– ident: ref_33
  doi: 10.3390/land10080793
– volume: 318
  start-page: 245
  year: 2015
  ident: ref_16
  article-title: Impacts of land-use change on valued ecosystem service in rapidly urbanized North China Plain
  publication-title: Ecol. Model.
  doi: 10.1016/j.ecolmodel.2015.01.029
– ident: ref_36
  doi: 10.3390/ijerph16081321
– volume: 35
  start-page: 253
  year: 2019
  ident: ref_23
  article-title: Urbanizing India’s frontier: Sriganganagar and canal-town planning on the Indus plains
  publication-title: Plan. Perspect.
  doi: 10.1080/02665433.2019.1573376
– volume: 44
  start-page: 62
  year: 2014
  ident: ref_52
  article-title: The impact of land use change on the temporospatial variations of ecosystems services value in China and an optimized land use solution
  publication-title: Environ. Sci. Policy
  doi: 10.1016/j.envsci.2014.07.004
– ident: ref_3
– volume: 387
  start-page: 253
  year: 1997
  ident: ref_4
  article-title: The value of the world’s ecosystem services and natural capital
  publication-title: Nature
  doi: 10.1038/387253a0
– ident: ref_24
– volume: 1
  start-page: 315
  year: 2008
  ident: ref_28
  article-title: Classification and regression tree methods
  publication-title: Encycl. Stat. Qual. Reliab.
– volume: 7
  start-page: 385
  year: 2021
  ident: ref_44
  article-title: Exploring the Concept of Smart Cities in Rapidly Urbanizing Pakistan
  publication-title: J. Indian Stud.
– volume: 4
  start-page: 40
  year: 2015
  ident: ref_63
  article-title: Spatial Variation in Urban Air Pollution: A GIS Based Approach in Faisalabad, Pakistan
  publication-title: Asian J. Nat. Appl. Sci.
– ident: ref_45
  doi: 10.22541/au.159646754.41195116
– volume: 13
  start-page: 113
  year: 2022
  ident: ref_64
  article-title: Impact of meteorological drought on agriculture production at different scales in Punjab, Pakistan
  publication-title: J. Water Clim. Change
  doi: 10.2166/wcc.2021.244
– ident: ref_10
  doi: 10.3390/su14052810
– volume: 101
  start-page: 221
  year: 2019
  ident: ref_17
  article-title: Evaluating landscape ecological sensitivity of an estuarine island based on landscape pattern across temporal and spatial scales
  publication-title: Ecol. Indic.
  doi: 10.1016/j.ecolind.2019.01.012
– volume: 21
  start-page: 139
  year: 2004
  ident: ref_57
  article-title: An ecosystem service value assessment of land-use change on Chongming Island, China
  publication-title: Land Use Policy
  doi: 10.1016/j.landusepol.2003.10.003
– volume: 26
  start-page: 1
  year: 1971
  ident: ref_59
  article-title: Growth and development of Lyallpurcity
  publication-title: Pak. Geogr. Rev.
– ident: ref_20
  doi: 10.3390/su14031471
– volume: 22
  start-page: 250
  year: 2016
  ident: ref_54
  article-title: A comparative analysis of ecosystem services valuation approaches for application at the local scale and in data scarce regions
  publication-title: Ecosyst. Serv.
  doi: 10.1016/j.ecoser.2016.10.015
– volume: 10
  start-page: 28
  year: 2012
  ident: ref_60
  article-title: Socio-Economic and Cultural Factors Affecting Migration Behavior in District Faisalabad, Pakistan
  publication-title: Pak. J. Life Soc. Sci.
– volume: 14
  start-page: 1402
  year: 2021
  ident: ref_6
  article-title: The impacts of land use/land cover changes on the supply-demand budget of urban ecosystem services
  publication-title: Arab. J. Geosci.
  doi: 10.1007/s12517-021-07504-6
– volume: 1
  start-page: 193
  year: 2014
  ident: ref_13
  article-title: Urban Sprawl: A view from developing and developed Countries
  publication-title: Afr. J. Geogr. Reg. Plan.
– volume: 191
  start-page: 98
  year: 2019
  ident: ref_32
  article-title: Ecosystem services in different agro-climatic zones in eastern India: Impact of land use and land cover change
  publication-title: Environ. Monit. Assess.
  doi: 10.1007/s10661-019-7224-7
– volume: 1
  start-page: 330
  year: 2009
  ident: ref_31
  article-title: Improving the accuracy of land use and land cover classification of Landsat data using post-classification enhancement
  publication-title: Remote Sens.
  doi: 10.3390/rs1030330
– volume: 9
  start-page: 351
  year: 2011
  ident: ref_5
  article-title: An integrated conceptual framework for long-term social–ecological research
  publication-title: Front. Ecol. Environ.
  doi: 10.1890/100068
– ident: ref_25
– ident: ref_29
– volume: 128
  start-page: 503
  year: 2007
  ident: ref_40
  article-title: Quantification of the impact of land-use changes on ecosystem services: A case study in Pingbian County, China
  publication-title: Environ. Monit. Assess.
  doi: 10.1007/s10661-006-9344-0
– ident: ref_46
– volume: 12
  start-page: 183
  year: 2012
  ident: ref_62
  article-title: Physiochemical Analysis of Drinking Water from Different Urban Areas of Faisalabad
  publication-title: Int. J. Basic Appl. Sci. IJBAS-IJENS
– volume: 50
  start-page: 231
  year: 2013
  ident: ref_65
  article-title: Land cover and impervious surface extraction using parametric and non-parametric algorithms from the open-source software R: An application to sustainable urban planning in Sicily
  publication-title: GISci. Remote Sens.
  doi: 10.1080/15481603.2013.795307
– volume: 16
  start-page: 4265
  year: 2018
  ident: ref_2
  article-title: The impacts of socio-economic factors on the perception of residents about urban vegetation: A comparative study of planned versus semi-planned cities of Islamabad and Rawalpindi, Pakistan
  publication-title: Appl. Ecol. Environ. Res.
  doi: 10.15666/aeer/1604_42654287
– volume: 297
  start-page: 126588
  year: 2021
  ident: ref_11
  article-title: Factors of ecosystem service values in a fast-developing region in China: Insights from the joint impacts of human activities and natural conditions
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2021.126588
– volume: 54
  start-page: 127
  year: 2017
  ident: ref_43
  article-title: Urbanization in Pakistan: A governance perspective
  publication-title: J. Res. Soc. Pak.
– ident: ref_22
– ident: ref_18
  doi: 10.3390/su132011231
SSID ssj0000331916
Score 2.3190186
Snippet Reckless urbanization in developing regions is leading to the deterioration of the urban environment. The ensuing impacts can place a burden on urban ecology,...
SourceID proquest
gale
crossref
SourceType Aggregation Database
Enrichment Source
Index Database
StartPage 15136
SubjectTerms Cities
Developing countries
Economic aspects
Ecosystem services
Ecosystems
Environmental aspects
Environmental economics
Infrastructure
LDCs
Metropolitan areas
Remote sensing
Supply & demand
Urbanization
Valuation
Title Assessing Spatial-Temporal Changes in Monetary Values of Urban Ecosystem Services through Remotely Sensed Data
URI https://www.proquest.com/docview/2739478386
Volume 14
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LSwMxEB60HvQiPrFaJYggCItNNvs6SdX6AkWqld6WvFaEsq3d9eC_d7KbtQriOQMJ-ZJ5JfMNwJFvzbZOlKe5zVYFKvESEUpPK4UhbhZwXTEx3T-EN0N-NwpGLuFWuG-VjU6sFLWeKJsjP0Uzm_Ao9uPwbPru2a5R9nXVtdBYhCVUwXHcgqXz_sPj4DvL0vXxiNGwLszzMb5HfG3WA-1cRco8N0V_K-TKylytwapzD0mvxnMdFky-ActN9XCxAdv9eWUaCrqrWWxCXj_foiUits0wHivvuaadGpO6hKAgbznBO2xKMfskL2KMCyCTjAxnUuQE56hZnUmjPojr4UMGBvE0408cyQujyaUoxRYMr_rPFzeea6bgKT-ipcclxi6iKyjVobJxqeBMZlRGHA24Cbq-RjSZzlimRMS4qLabS8WUCmiWcH8bWjkucQeIkkzFPoZKhkn0tmgsuYoo05x1UVuZqA0nzb6myjGN24YX4xQjDgtC-gOENhx9C09rgo2_xQ4tQKmlrMjtn5hX8VEU6e3TIO3ZuDpGPzZow7ETyiY4oRKuxACXbVmufkl2GqBTd2mLdH7Edv8f3oMVZqsgqpLEDrTK2YfZR9-klAfuAB7A4vWIfgFAb-Wj
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1baxQxFD7U7UN9KVotbls1SEUQBmeSzO1BSrVbdm27yLorfYu5jRSW2bozRfZP-Rt7MpPpKhTf-pzDJJPzcS5JvnMADplz2ybXgeHutCrWeZDLRAVGa0xxi5ibphLTxTgZzviXy_hyA_50XBj3rLKziY2hNgvtzsg_oJvNeZqxLDm6_hW4rlHudrVrodHC4syufmPKVn0cnaB-31J6Oph-Hga-q0CgWRrVAVcYxMtQRpFJtEvQJKeqiFTK0ZPZOGQGf4uaghZappTLZl6uNNU6joqcM_zuI9jkLAlpDzY_DcZfJ3enOiFDSEdJSwRkLA8RT-6UBf1qUwR67frudwCNVzt9Ats-HCXHLX6ewoYtd2CrYytXO7A7WDPhUNCbguoZlO11MXo-4toaI4yDaVvmak5aykJFrkqCNsPWcrki3-UcF0AWBZktlSwJztFWkSaduSK-ZxCZWMSPna9wpKysISeyls9h9iDbvAu9Epf4AohWVGcMUzNLFUZ3Uaa4TiNqOA3ROtq0D--7fRXaVzZ3DTbmAjMcpwTxlxL6cHgnfN0W9Lhf7I1TkHAlMkr3BuenvKkqMfo2Eccuj88wbo778M4LFQucUEtPacBlu6pa_0gedIoW3khUYg3pvf8Pv4at4fTiXJyPxmf78Jg6BkZDhzyAXr28sS8xLqrVKw9GAj8eGv-3B1MhhA
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3daxNBEB9qCtoX0WoxbdVFKoJw9G537-tBpJqExmoosZG-rft1pRAube6K5F_zr3P2bq9RKL71eYfbuZ0f87U7MwAHzJltk-vAcJetinUe5DJRgdEaQ9wi5qbpxPRtkhzP-Jfz-HwDfne1MO5ZZacTG0VtFtrlyA_RzOY8zViWHBb-WcTpYPTx6jpwE6TcTWs3TqOFyIld_cLwrfowHqCs31I6Gp59Pg78hIFAszSqA67QoZehjCKTaBesSU5VEamUo1WzccgM_iI1BS20TCmXDQ9caap1HBU5Z_jdB7CZuqioB5ufhpPT6W2GJ2QI7yhpiwIZy0PElsu4oI1tGkKvzeDdxqCxcKMn8Ni7puSoxdJT2LDlNjzqKperbdgZrqvikNCrheoZlO3VMVpB4kYcI6SDs7bl1Zy05QsVuSwJ6g9by-WK_JBzZIAsCjJbKlkS3KPtKE061UX8_CAytYglO1_hSllZQwayls9hdi_HvAO9Ell8AUQrqjOGYZqlCj29KFNcpxE1nIaoKW3ah_fduQrtu5y7YRtzgdGOE4L4Swh9OLglvmqbe9xN9sYJSLh2GaUD3oW8qSox_j4VRy6mz9CHjvvwzhMVC9xQS1_egGy7Dlv_UO53ghZeYVRiDe_d_y-_hoeIe_F1PDnZgy3qijGaysh96NXLG_sSXaRavfJYJPDzvuH_B0dkJbk
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Assessing+Spatial-Temporal+Changes+in+Monetary+Values+of+Urban+Ecosystem+Services+through+Remotely+Sensed+Data&rft.jtitle=Sustainability&rft.au=Zaman-ul-Haq%2C+Muhammad&rft.au=Kanwal%2C+Ambrina&rft.au=Gardezi%2C+Akber+Abid&rft.au=Fatima%2C+Hina&rft.date=2022-11-01&rft.pub=MDPI+AG&rft.issn=2071-1050&rft.eissn=2071-1050&rft.volume=14&rft.issue=22&rft_id=info:doi/10.3390%2Fsu142215136&rft.externalDocID=A747189775
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2071-1050&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2071-1050&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2071-1050&client=summon