The first version of nation-wide open 3D soil database for Sri Lanka
Soil data for Sri Lanka are available through semi-detailed series maps that were developed based on limited soil profile data combined with expert knowledge. This data plays a vital role in decisions at national and regional levels. However, the present format of this database does not allow for th...
Saved in:
Published in | Data in brief Vol. 33; p. 106342 |
---|---|
Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Inc
01.12.2020
Elsevier |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | Soil data for Sri Lanka are available through semi-detailed series maps that were developed based on limited soil profile data combined with expert knowledge. This data plays a vital role in decisions at national and regional levels. However, the present format of this database does not allow for their wider use in crop simulation modelling and other related agricultural research that require finer scale data. This is due to the fact that cross-country profile data are not harmonised based on standard depths. Several attempts were made to produce digital soil data for Sri Lanka at different geographic scales, however, a completely harmonised data that covers variability across depths and properties is yet to be made available. In this article, we describe the first version of the open digital soil database that was developed using a database of 122 locations across the country. Soil properties were harmonised for standard depths using equal-area quadratic smoothing splines. Out of several interpolation methods that were evaluated for univariate interpolation, maps which were produced with the least overall error (RMSE) in the process of cross-validation were selected. The newly developed digital soil database contains 9 soil properties; pH, bulk density, cation exchange capacity, organic carbon, volumetric moisture content at 0.33 and 15 bars levels, sand silt and clay content. Moreover, the data are available for five standard depth layers as 0–5, 5–15, 15–30, 30–60 and 60–100 cm in raster format at 1 km spatial resolution. Both interpolated property maps and their error maps were stored in an open repository and made available for public use. The first version of all maps is also showcased online through open web mapping services. The repository will be gradually updated with higher resolution and more accurate maps as more samples become available and better interpolation method are used. This data could provide complementary information for insight generation at finer scales where limited local informaiton about soils hinders agricultural development. |
---|---|
AbstractList | Soil data for Sri Lanka are available through semi-detailed series maps that were developed based on limited soil profile data combined with expert knowledge. This data plays a vital role in decisions at national and regional levels. However, the present format of this database does not allow for their wider use in crop simulation modelling and other related agricultural research that require finer scale data. This is due to the fact that cross-country profile data are not harmonised based on standard depths. Several attempts were made to produce digital soil data for Sri Lanka at different geographic scales, however, a completely harmonised data that covers variability across depths and properties is yet to be made available. In this article, we describe the first version of the open digital soil database that was developed using a database of 122 locations across the country. Soil properties were harmonised for standard depths using equal-area quadratic smoothing splines. Out of several interpolation methods that were evaluated for univariate interpolation, maps which were produced with the least overall error (RMSE) in the process of cross-validation were selected. The newly developed digital soil database contains 9 soil properties; pH, bulk density, cation exchange capacity, organic carbon, volumetric moisture content at 0.33 and 15 bars levels, sand silt and clay content. Moreover, the data are available for five standard depth layers as 0–5, 5–15, 15–30, 30–60 and 60–100 cm in raster format at 1 km spatial resolution. Both interpolated property maps and their error maps were stored in an open repository and made available for public use. The first version of all maps is also showcased online through open web mapping services. The repository will be gradually updated with higher resolution and more accurate maps as more samples become available and better interpolation method are used. This data could provide complementary information for insight generation at finer scales where limited local informaiton about soils hinders agricultural development. |
ArticleNumber | 106342 |
Author | Nizar, N.M.M. Azam-Ali, Sayed N. Udayangani, Hasika Jahanshiri, Ebrahim Karunaratne, Asha S. Suhairi, T.A.S.T.M. Wimalasiri, Eranga M. Mapa, Ranjith B. Vidhanarachchi, Lal P. |
Author_xml | – sequence: 1 givenname: Eranga M. surname: Wimalasiri fullname: Wimalasiri, Eranga M. email: eranga.wimalasiri@cropsforthefutureuk.org organization: Crops for the Future UK, Chelmsford, Essex CM2 7PJ, England, UK – sequence: 2 givenname: Ebrahim surname: Jahanshiri fullname: Jahanshiri, Ebrahim email: e.jahan@cropsforthefutureuk.org organization: Crops for the Future UK, Chelmsford, Essex CM2 7PJ, England, UK – sequence: 3 givenname: T.A.S.T.M. surname: Suhairi fullname: Suhairi, T.A.S.T.M. organization: Crops for the Future UK, Chelmsford, Essex CM2 7PJ, England, UK – sequence: 4 givenname: Ranjith B. surname: Mapa fullname: Mapa, Ranjith B. organization: Department of Soil Science, Faculty of Agriculture, University of Peradeniya, Sri Lanka – sequence: 5 givenname: Asha S. surname: Karunaratne fullname: Karunaratne, Asha S. organization: Department of Export Agriculture, Faculty of Agricultural Sciences, Sabaragamuwa University of Sri Lanka, Sri Lanka – sequence: 6 givenname: Lal P. surname: Vidhanarachchi fullname: Vidhanarachchi, Lal P. organization: Department of Export Agriculture, Faculty of Agricultural Sciences, Sabaragamuwa University of Sri Lanka, Sri Lanka – sequence: 7 givenname: Hasika surname: Udayangani fullname: Udayangani, Hasika organization: Department of Export Agriculture, Faculty of Agricultural Sciences, Sabaragamuwa University of Sri Lanka, Sri Lanka – sequence: 8 givenname: N.M.M. surname: Nizar fullname: Nizar, N.M.M. organization: Crops for the Future UK, Chelmsford, Essex CM2 7PJ, England, UK – sequence: 9 givenname: Sayed N. surname: Azam-Ali fullname: Azam-Ali, Sayed N. organization: Crops for the Future UK, Chelmsford, Essex CM2 7PJ, England, UK |
BookMark | eNp9kU9v1DAQxS1UREvpB-DmI5fd-m-cCAkJtVAqrcSBcrYmzrj1krUXO7sV3x6HVIheOHk8nvd7tt9rchJTRELecrbmjDeX2_UQ-rVgYt43UokX5ExILVZSse7kn_qUXJSyZYxxrWpTvyKnUgqmjJFn5PruAakPuUz0iLmEFGnyNMJUq9VjGJCmPUYqr2lJYaQDTNBDqZKU6bcc6AbiD3hDXnoYC148refk--dPd1dfVpuvN7dXHzcrpzo1rVqNWnWNZ9hpzgfPjGiZQidAoTRCtfMVG2-UNx6UwurUt7LzjMk6ik6ek9uFOyTY2n0OO8i_bIJg_zRSvreQp-BGtBw1Yx64Ac0UMAcahFSycz2CaoyqrA8La3_odzg4jFOG8Rn0-UkMD_Y-Ha1pVMu5roB3T4Ccfh6wTHYXisNxhIjpUKxQDW-1YXr24suoy6mUjP6vDWd2DtNubQ3TzmHaJcyqeb9osH7oMWC2xQWMDoeQ0U31xeE_6t-wIKUI |
CitedBy_id | crossref_primary_10_3390_su14137747 crossref_primary_10_1016_j_pedsph_2024_07_004 crossref_primary_10_1002_ece3_8415 |
Cites_doi | 10.1016/S0016-7061(99)00003-8 10.1590/S1413-70542015000200001 10.15244/pjoes/61549 10.14295/cs.v9i1.2645 10.5539/mas.v11n10p23 10.3390/su12187781 |
ContentType | Journal Article |
Copyright | 2020 2020 Published by Elsevier Inc. 2020 |
Copyright_xml | – notice: 2020 – notice: 2020 Published by Elsevier Inc. 2020 |
DBID | 6I. AAFTH AAYXX CITATION 7X8 5PM DOA |
DOI | 10.1016/j.dib.2020.106342 |
DatabaseName | ScienceDirect Open Access Titles Elsevier:ScienceDirect:Open Access CrossRef MEDLINE - Academic PubMed Central (Full Participant titles) DOAJ Directory of Open Access Journals |
DatabaseTitle | CrossRef MEDLINE - Academic |
DatabaseTitleList | |
Database_xml | – sequence: 1 dbid: DOA name: Open Access: DOAJ - Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Sciences (General) |
EISSN | 2352-3409 |
EndPage | 106342 |
ExternalDocumentID | oai_doaj_org_article_1e500fa17a504a0ca5a23439cbea4674 10_1016_j_dib_2020_106342 S235234092031235X |
GroupedDBID | 0R~ 0SF 4.4 457 53G 5VS 6I. AACTN AAEDT AAEDW AAFTH AAIKJ AALRI AAXUO ABMAC ACGFS ADBBV ADEZE ADRAZ AEXQZ AFTJW AGHFR AITUG ALMA_UNASSIGNED_HOLDINGS AMRAJ AOIJS BAWUL BCNDV DIK EBS EJD FDB GROUPED_DOAJ HYE IPNFZ KQ8 M41 M48 M~E NCXOZ O9- OK1 RIG ROL RPM SSZ AAYXX ADVLN AFJKZ AKRWK CITATION 7X8 5PM |
ID | FETCH-LOGICAL-c494t-85e5496f0e9511df072804ec2a4e3724800156f74f7fa44eabab839f003072ec3 |
IEDL.DBID | RPM |
ISSN | 2352-3409 |
IngestDate | Tue Oct 22 15:12:17 EDT 2024 Tue Sep 17 20:30:49 EDT 2024 Thu Jul 25 04:38:59 EDT 2024 Thu Sep 26 19:24:05 EDT 2024 Tue Jul 25 20:58:23 EDT 2023 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Keywords | Tropical soils, legacy soil data Process-based crop models Digital soil mapping SRICANSOL |
Language | English |
License | This is an open access article under the CC BY-NC-ND license. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c494t-85e5496f0e9511df072804ec2a4e3724800156f74f7fa44eabab839f003072ec3 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
OpenAccessLink | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7648115/ |
PMID | 33204773 |
PQID | 2461857054 |
PQPubID | 23479 |
PageCount | 1 |
ParticipantIDs | doaj_primary_oai_doaj_org_article_1e500fa17a504a0ca5a23439cbea4674 pubmedcentral_primary_oai_pubmedcentral_nih_gov_7648115 proquest_miscellaneous_2461857054 crossref_primary_10_1016_j_dib_2020_106342 elsevier_sciencedirect_doi_10_1016_j_dib_2020_106342 |
PublicationCentury | 2000 |
PublicationDate | 2020-12-01 |
PublicationDateYYYYMMDD | 2020-12-01 |
PublicationDate_xml | – month: 12 year: 2020 text: 2020-12-01 day: 01 |
PublicationDecade | 2020 |
PublicationTitle | Data in brief |
PublicationYear | 2020 |
Publisher | Elsevier Inc Elsevier |
Publisher_xml | – name: Elsevier Inc – name: Elsevier |
References | Mapa, Dassanayake, Nayakekorale (bib0002) 2005 Bishop, McBratney, Laslett (bib0006) 1999; 91 Bostani, Rahman, Khojasteh (bib0010) 2017; 11 Mapa (bib0004) 2016 Mapa, Somasiri, Magarajah (bib0001) 1999 Kabała, Musztyfaga, Gałka, Łabuńska, Mańczyńska (bib0007) 2016; 25 Júnior, Silveira, de Mello, de Mello, Scolforo (bib0008) 2015; 39 Nikpey, Sedighkia, Nateghi, Robatjazi (bib0011) 2017; 5 Mapa, Somasiri, Dassanayake (bib0003) 2010 Wimalasiri, Jahanshiri, Suhairi, Udayangani, Mapa, Karunaratne, Vidhanarachchi, Azam-Ali (bib0005) 2020; 12 Rodrigues, Alves, de Souza, de Melo, Lima, Cunha (bib0009) 2018; 9 Bostani (10.1016/j.dib.2020.106342_bib0010) 2017; 11 Rodrigues (10.1016/j.dib.2020.106342_bib0009) 2018; 9 Kabała (10.1016/j.dib.2020.106342_bib0007) 2016; 25 Júnior (10.1016/j.dib.2020.106342_bib0008) 2015; 39 Mapa (10.1016/j.dib.2020.106342_bib0001) 1999 Mapa (10.1016/j.dib.2020.106342_bib0004) 2016 Wimalasiri (10.1016/j.dib.2020.106342_bib0005) 2020; 12 Nikpey (10.1016/j.dib.2020.106342_bib0011) 2017; 5 Mapa (10.1016/j.dib.2020.106342_bib0002) 2005 Bishop (10.1016/j.dib.2020.106342_bib0006) 1999; 91 Mapa (10.1016/j.dib.2020.106342_bib0003) 2010 |
References_xml | – year: 2005 ident: bib0002 article-title: Soils of the Intermediate Zone of Sri Lanka: Morphology, Characterization and Classification. Special Publication No. 4 contributor: fullname: Nayakekorale – year: 2016 ident: bib0004 article-title: Characterization of Soils in the Northern Region of Sri Lanka to Develop a Soil Data Base for Land Use Planning and Environmental Applications contributor: fullname: Mapa – volume: 9 start-page: 93 year: 2018 end-page: 100 ident: bib0009 article-title: Spatial interpolation techniques for site-specific irrigation management in a mango orchard publication-title: Com. Sci. contributor: fullname: Cunha – volume: 39 start-page: 103 year: 2015 end-page: 109 ident: bib0008 article-title: Change detection in Brazilian savannas using semivariograms derived from NDVI images publication-title: Ciênc. Agrotec. contributor: fullname: Scolforo – year: 1999 ident: bib0001 article-title: Soils of the Wet Zone of Sri Lanka: Morphology, Characterization and Classification: Special Publication No. 1. contributor: fullname: Magarajah – year: 2010 ident: bib0003 article-title: Soils of the Dry Zone of Sri Lanka: Morphology, Characterization and Classification. Special Publication No. 7 contributor: fullname: Dassanayake – volume: 11 start-page: 23 year: 2017 end-page: 37 ident: bib0010 article-title: Spatial mapping of soil properties using geostatistical methods in the Ghazvin plains of Iran publication-title: Mod. Appl. Sci. contributor: fullname: Khojasteh – volume: 25 start-page: 647 year: 2016 end-page: 653 ident: bib0007 article-title: Conversion of soil pH 1:2.5 KCl and 1:2.5 H publication-title: Pol. J. Environ. Stud. contributor: fullname: Mańczyńska – volume: 91 start-page: 27 year: 1999 end-page: 45 ident: bib0006 article-title: Modelling soil attribute depth functions with equal-area quadratic smoothing splines publication-title: Geoderma contributor: fullname: Laslett – volume: 12 start-page: 7781 year: 2020 ident: bib0005 article-title: Basic soil data requirements for reliable crop yield simulations in process-based crop models as a basis for crop diversification publication-title: Sustainability contributor: fullname: Azam-Ali – volume: 5 start-page: 1 year: 2017 end-page: 15 ident: bib0011 article-title: Comparison of spatial interpolation methods for mapping the qualitative properties of soil publication-title: Adv. Agric. contributor: fullname: Robatjazi – volume: 91 start-page: 27 year: 1999 ident: 10.1016/j.dib.2020.106342_bib0006 article-title: Modelling soil attribute depth functions with equal-area quadratic smoothing splines publication-title: Geoderma doi: 10.1016/S0016-7061(99)00003-8 contributor: fullname: Bishop – volume: 39 start-page: 103 year: 2015 ident: 10.1016/j.dib.2020.106342_bib0008 article-title: Change detection in Brazilian savannas using semivariograms derived from NDVI images publication-title: Ciênc. Agrotec. doi: 10.1590/S1413-70542015000200001 contributor: fullname: Júnior – year: 2010 ident: 10.1016/j.dib.2020.106342_bib0003 contributor: fullname: Mapa – year: 1999 ident: 10.1016/j.dib.2020.106342_bib0001 contributor: fullname: Mapa – volume: 25 start-page: 647 year: 2016 ident: 10.1016/j.dib.2020.106342_bib0007 article-title: Conversion of soil pH 1:2.5 KCl and 1:2.5 H2O to 1:5 H2O: conclusions for soil management, environmental monitoring, and international soil databases publication-title: Pol. J. Environ. Stud. doi: 10.15244/pjoes/61549 contributor: fullname: Kabała – volume: 9 start-page: 93 year: 2018 ident: 10.1016/j.dib.2020.106342_bib0009 article-title: Spatial interpolation techniques for site-specific irrigation management in a mango orchard publication-title: Com. Sci. doi: 10.14295/cs.v9i1.2645 contributor: fullname: Rodrigues – volume: 5 start-page: 1 year: 2017 ident: 10.1016/j.dib.2020.106342_bib0011 article-title: Comparison of spatial interpolation methods for mapping the qualitative properties of soil publication-title: Adv. Agric. contributor: fullname: Nikpey – year: 2005 ident: 10.1016/j.dib.2020.106342_bib0002 contributor: fullname: Mapa – year: 2016 ident: 10.1016/j.dib.2020.106342_bib0004 contributor: fullname: Mapa – volume: 11 start-page: 23 year: 2017 ident: 10.1016/j.dib.2020.106342_bib0010 article-title: Spatial mapping of soil properties using geostatistical methods in the Ghazvin plains of Iran publication-title: Mod. Appl. Sci. doi: 10.5539/mas.v11n10p23 contributor: fullname: Bostani – volume: 12 start-page: 7781 year: 2020 ident: 10.1016/j.dib.2020.106342_bib0005 article-title: Basic soil data requirements for reliable crop yield simulations in process-based crop models as a basis for crop diversification publication-title: Sustainability doi: 10.3390/su12187781 contributor: fullname: Wimalasiri |
SSID | ssj0001542355 |
Score | 2.2169237 |
Snippet | Soil data for Sri Lanka are available through semi-detailed series maps that were developed based on limited soil profile data combined with expert knowledge.... |
SourceID | doaj pubmedcentral proquest crossref elsevier |
SourceType | Open Website Open Access Repository Aggregation Database Publisher |
StartPage | 106342 |
SubjectTerms | Data Digital soil mapping Process-based crop models SRICANSOL Tropical soils, legacy soil data |
SummonAdditionalLinks | – databaseName: DOAJ Directory of Open Access Journals dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LS8QwEA6yJy_i-sD1RQQPKhTbZPrYo7rKIuJFF_YWsmmCVWllH_r3nSSttBe9eCp9kKbzTTrfJJMZQk6RAkfMoPKidWPooKQ6kEgzgoSHQ7THJmfSRVs8JuMJ3E_jaavUl40J8-mBveAuIx2HoZFRKuMQZKhkLBlHK6pmWtpKGe7vG8UtZ8rvD0aa4Eqe4oEFHL2YZknTBXflxQx9Q2bPEw6sY5Rc7v6ObWpxz27kZMsU3W2SjZpD0ivf9z5Z0-UW6dejdEHP6lTS59tkhFpATYEMj376iTFaGeonAIOvItfUVs-ifEQXVfFObbioNWsUmSx9mhf0QZZvcodM7m6fb8ZBXTchUDCEZZDFGr2-xIQa6VOUm9CWoAKtmATNUwaZ2z9tUjCpkQAaW55ZXNyAZ1rxXdIrq1LvEaqYilmYqRRZAiACGXCTI0kDpbgBYwbkohGc-PDpMUQTN_YqUMrCSll4KQ_ItRXtz4M2s7W7gHiLGm_xF94DAg0woiYJ3vhjU8Vv7z5pQBQ4gOyqiCx1tVoIm1DPZvmPsem0g26no907ZfHiUnGnCWSoffv_8WUHZN122MfKHJLecr7SR8h4lrNjp9zfI8z5bw priority: 102 providerName: Directory of Open Access Journals – databaseName: Scholars Portal Open Access Journals dbid: M48 link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlZ3dS8MwEMDDmC--iPMD5xcRfFCh0iXXdnsQUecQUV90sLeQpYlWR6vd5sd_76UfusIQfCppS1oul9zv0usdIfuIwC1mUHnRujF0UALtSMQMx-duB-2xCZnMoi3u_Ks-XA-8QY2U5a0KAY7nuna2nlQ_HR1_vn2d4oQ_-Y3VCtHtRy_etn0OuCIvMOBgFf62oP38p2Fkh6wOKh6Yw9G1Kb9zzuulYqmyhP4VgzUDpNVwyhn71FsmSwVY0rNcExqkpuMV0iim7pgeFPmlD1dJF1WDmgixj77nu2U0MTTfFXQ-olBTKwLKu3ScRCNqY0itraOIt_Q-jeiNjF_kGun3Lh8urpyimIKjoAMTp-1pdAV942pkqlZoXFuXCrRiEjQPGLSzn6pNACYwEkBjz0M7WNkqwLTi66QeJ7HeIFQx5TG3rQJEB5BIeMBNiOQGSnEDxjTJUSk48ZrnzBBlMNmzQCkLK2WRS7lJzq1of2606a6zE0n6KIrZI1rac10jWwE-DaSrpCcZR5RSQy1tuZQmgXJgREEOORFgV9Ffz94rB1HgrLKfSmSsk-lY2Cx7NvW_h10HldGtvGj1Shw9Zfm5Ax_aCNqb_xHDFlm0rTxQZpvUJ-lU7yDuTIa7mRJ_A6O_-Jo priority: 102 providerName: Scholars Portal |
Title | The first version of nation-wide open 3D soil database for Sri Lanka |
URI | https://dx.doi.org/10.1016/j.dib.2020.106342 https://search.proquest.com/docview/2461857054 https://pubmed.ncbi.nlm.nih.gov/PMC7648115 https://doaj.org/article/1e500fa17a504a0ca5a23439cbea4674 |
Volume | 33 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Nb9QwEB215dJL1UKrLpSVkThQpHSz9jhOj7ClqhAtSLTSqhfLcWwItEm1u4W_z9hJ0ObCgUukfNnWzFjzxn6eAXhNEHjKPRkveTdOAYpyiSGYkWQiPSV_7EtuItviKru4wY9zOd8A2Z-FiaR9W1Qn9d39SV19j9zKh3s76Xliky-XM5VhTkhmsgmbSoi1EL09GkwIQcp-BzNyucqqoFCQh_tMYKhgIwRPUSkxcEcxa__AK62hziFncs0Jne_CToce2bt2lHuw4eqnsNfNzyV70yWRPn4GZ6R_5ivCduxXuyTGGs_apb_kd1U6FupmMXHGlk11xwJRNDg0RhiWfV1U7JOpf5p9uDn_cD27SLqKCYnFU1wluXQU72U-dQScpqVPQ_EpdJYbdEJxzOPJaa_QK28QHbVcBI3Eqc6dFQewVTe1OwRmuZU8za0ifICGYBwKXxI8Q2uFR-9H8LYXnH5oE2PonjH2Q5PAdRC4bgU-gvdBtH8_DDmt44Nm8U13mtVTJ9PUm6mi3tCk1kjDBeElWzgTaqKMAHvF6A4etG6fmqr-1ferXomapk7YDzG1ax6XOqTSC_n9JTWtBtodDHT4hmwyJuHubPD5f__5ArbDKFtqzBFsrRaP7iUBnFUxjgsDdL3EfAxPrmbzz7fjaOR_AJug-7M |
link.rule.ids | 230,315,733,786,790,870,891,2115,24346,27955,27956,53825,53827 |
linkProvider | National Library of Medicine |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwEB6VcoALtDzEAgUjcQCk7Gbtcbw9lpZqgW2FRIt6sxzHhtA2qfYBEr--YydBGw5IcEyc-JEZZ76xP88AvCQIPOaelJesGycHRbnEEMxIMpHukj32BTeRbXGcTU_xw5k82wDZnYWJpH2bl8Pq4nJYld8it_Lq0o46ntjo09G-ynBCSGZ0A27SfOVyzUlvDgcTRpCy28OMbK6izMkZ5OE6Exhy2AjBU1RK9AxSjNvfs0truLPPmlwzQ4d34Us3gIZ9cj5cLfOh_fVHbMd_HuEW3GmBKdtrirdhw1X3YLud-gv2qo1P_fo-HJBqMV8SbGQ_mtU2VnvWrComP8vCsZCSi4kDtqjLCxY4qMFWMoLH7PO8ZDNTnZsHcHr47mR_mrTJGBKLu7hMJtKRK5n51BEmGxc-DXmt0Flu0AnFcRIPZXuFXnmD6KjmPAg7_kW4s-IhbFZ15R4Bs9xKnk6sIuiBhhAiCl8Q8kNrhUfvB_Cmk4i-amJu6I6M9l2TJHWQpG4kOYC3QWa_HwzhsuONev5Vt59Uj51MU2_GilpDk1ojDRcExWzuTEi3MgDsJK5b5NEgCqqq_FvbLzrt0DQrw1aLqVy9WugQpS-kDpBUteqpTa-j_RJShhjfuxX-4_9-8zncmp4czfTs_fHHJ3A79Lhh4DyFzeV85XYIRy3zZ3HWXAMDSRo0 |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwEB5BkRAXaHmI5VGMxAGQspu1J_H2SLusCpSqElSquFiOY0Nom6z2ARK_nrGdVBsOHHpM4jh2Zuz5xv48A_CKIPCYO1Jesm6cHBRpE00wI8lFukf22JVcB7bFcX54ih_PsrONVF-BtG-KalhfXA7r6kfgVs4vzajjiY1OPh_IHCeEZEbz0o1uwi0as1xuOOrxgDDhhCzr9jEDo6usCnIIub_OBfo8NkLwFKUUPaMUYvf3bNMG9uwzJzdM0ewefOs6ERko58P1qhiaP__Ed7xWL7fhbgtQ2btYZAdu2Po-7LRTwJK9buNUv3kAU1Ix5iqCj-xXXHVjjWNxdTH5XZWW-dRcTEzZsqkumOeiepvJCCazL4uKHen6XD-E09n7rweHSZuUITG4h6tkkllyKXOXWsJm49KlPr8VWsM1WiE5TsLhbCfRSacRLdVceKGH2YRbIx7BVt3U9jEww03G04mRBEFQE1JE4UpCgGiMcOjcAN52UlHzGHtDdaS0n4qkqbw0VZTmAPa93K4K-rDZ4Uaz-K7a36rGNktTp8eSvoY6NTrTXBAkM4XVPu3KALCTumoRSEQWVFX1v2-_7DRE0ej0Wy66ts16qXy0Pp9CIKOqZU91eg3tPyGFCHG-WwV4cu03X8Dtk-lMHX04_vQU7vgGRyLOM9haLdb2OcGpVbEbBs5f6hIctA |
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=The+first+version+of+nation-wide+open+3D+soil+database+for+Sri+Lanka&rft.jtitle=Data+in+brief&rft.au=Wimalasiri%2C+Eranga+M.&rft.au=Jahanshiri%2C+Ebrahim&rft.au=Suhairi%2C+T.A.S.T.M.&rft.au=Mapa%2C+Ranjith+B.&rft.date=2020-12-01&rft.issn=2352-3409&rft.eissn=2352-3409&rft.volume=33&rft.spage=106342&rft_id=info:doi/10.1016%2Fj.dib.2020.106342&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_dib_2020_106342 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2352-3409&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2352-3409&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2352-3409&client=summon |