The Application of Genomics and Bioinformatics to Recognize Soybean Pathogen Interaction in a Changing Climate Article Swipe
Muhammad Rizwan Bashir
,
Ahsan Mohyo ud Din
,
Muhammad Sajid
,
Ejaz ul Hassan
,
Qamar Anser Tufail Khan
,
Muhammad Khurshid
,
Hafiz Saad Bin Mustafa
,
Ahmad Nawaz Gill
,
Hafeez ur Rehman
,
Umer Iqbal
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.55627/pbulletin.002.02.0391
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.55627/pbulletin.002.02.0391
The changing climate and continuously increasing global population has posed immense pressure on plant scientists to ensure per capita availability of food under scarcity of natural resources. The present circumstances also enforce to understand how rising CO2 level caused greenhouse effect in the environment which causes rise in the temperature and consequently influence the development of plant disease epidemic, to predict the genomic-based models under changing environmental conditions and to ensure continued food production. The application of genomics and bioinformatics tools are the innovative approaches to understand plant pathogen interaction and prediction that offers unique opportunities to enhance plant yield, stability in quality and production, boost the resilience of soybean to integrate resistance genes in present cultivars to sustain yield under epidemic disease conditions in abruptly changing climate. However, genomics data can be used for genomic based selections and advanced bioinformatics tools can be used to make predictions for genotype by pathogen interaction whereas it had ever been remained a great challenge to homogenize the diverse genomic data to which advanced skills and expertise are required in handling bioinformatics tools. Bioinformatics and genomics have the potential to sustain yield for food security by selection of tolerant or resistant genetic combination for disease sensitive environments as well as to facilitate for maintaining food security and mitigate the effect of inversely changing climatic conditions.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- http://doi.org/10.55627/pbulletin.002.02.0391
- OA Status
- diamond
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4396587635
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4396587635Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.55627/pbulletin.002.02.0391Digital Object Identifier
- Title
-
The Application of Genomics and Bioinformatics to Recognize Soybean Pathogen Interaction in a Changing ClimateWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-12-30Full publication date if available
- Authors
-
Muhammad Rizwan Bashir, Ahsan Mohyo ud Din, Muhammad Sajid, Ejaz ul Hassan, Qamar Anser Tufail Khan, Muhammad Khurshid, Hafiz Saad Bin Mustafa, Ahmad Nawaz Gill, Hafeez ur Rehman, Umer IqbalList of authors in order
- Landing page
-
https://doi.org/10.55627/pbulletin.002.02.0391Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.55627/pbulletin.002.02.0391Direct OA link when available
- Concepts
-
Food security, Genomics, Biotechnology, Biology, Scarcity, Food processing, Population, Resource (disambiguation), Agriculture, Genome, Computer science, Ecology, Genetics, Gene, Medicine, Environmental health, Computer network, Microeconomics, Food science, EconomicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4396587635 |
|---|---|
| doi | https://doi.org/10.55627/pbulletin.002.02.0391 |
| ids.doi | https://doi.org/10.55627/pbulletin.002.02.0391 |
| ids.openalex | https://openalex.org/W4396587635 |
| fwci | 0.0 |
| type | article |
| title | The Application of Genomics and Bioinformatics to Recognize Soybean Pathogen Interaction in a Changing Climate |
| biblio.issue | 2 |
| biblio.volume | 2 |
| biblio.last_page | 92 |
| biblio.first_page | 88 |
| topics[0].id | https://openalex.org/T12571 |
| topics[0].field.id | https://openalex.org/fields/11 |
| topics[0].field.display_name | Agricultural and Biological Sciences |
| topics[0].score | 0.994700014591217 |
| topics[0].domain.id | https://openalex.org/domains/1 |
| topics[0].domain.display_name | Life Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1110 |
| topics[0].subfield.display_name | Plant Science |
| topics[0].display_name | Soybean genetics and cultivation |
| topics[1].id | https://openalex.org/T11771 |
| topics[1].field.id | https://openalex.org/fields/11 |
| topics[1].field.display_name | Agricultural and Biological Sciences |
| topics[1].score | 0.9722999930381775 |
| topics[1].domain.id | https://openalex.org/domains/1 |
| topics[1].domain.display_name | Life Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1110 |
| topics[1].subfield.display_name | Plant Science |
| topics[1].display_name | Plant Pathogens and Resistance |
| topics[2].id | https://openalex.org/T12771 |
| topics[2].field.id | https://openalex.org/fields/11 |
| topics[2].field.display_name | Agricultural and Biological Sciences |
| topics[2].score | 0.9496999979019165 |
| topics[2].domain.id | https://openalex.org/domains/1 |
| topics[2].domain.display_name | Life Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1110 |
| topics[2].subfield.display_name | Plant Science |
| topics[2].display_name | Plant pathogens and resistance mechanisms |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C549605437 |
| concepts[0].level | 3 |
| concepts[0].score | 0.706570029258728 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q1229911 |
| concepts[0].display_name | Food security |
| concepts[1].id | https://openalex.org/C189206191 |
| concepts[1].level | 4 |
| concepts[1].score | 0.6752281785011292 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q222046 |
| concepts[1].display_name | Genomics |
| concepts[2].id | https://openalex.org/C150903083 |
| concepts[2].level | 1 |
| concepts[2].score | 0.5779529809951782 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q7108 |
| concepts[2].display_name | Biotechnology |
| concepts[3].id | https://openalex.org/C86803240 |
| concepts[3].level | 0 |
| concepts[3].score | 0.494026243686676 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q420 |
| concepts[3].display_name | Biology |
| concepts[4].id | https://openalex.org/C109747225 |
| concepts[4].level | 2 |
| concepts[4].score | 0.47138696908950806 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q815758 |
| concepts[4].display_name | Scarcity |
| concepts[5].id | https://openalex.org/C88199923 |
| concepts[5].level | 2 |
| concepts[5].score | 0.4597838521003723 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q627371 |
| concepts[5].display_name | Food processing |
| concepts[6].id | https://openalex.org/C2908647359 |
| concepts[6].level | 2 |
| concepts[6].score | 0.45225194096565247 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q2625603 |
| concepts[6].display_name | Population |
| concepts[7].id | https://openalex.org/C206345919 |
| concepts[7].level | 2 |
| concepts[7].score | 0.442547082901001 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q20380951 |
| concepts[7].display_name | Resource (disambiguation) |
| concepts[8].id | https://openalex.org/C118518473 |
| concepts[8].level | 2 |
| concepts[8].score | 0.4066475033760071 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q11451 |
| concepts[8].display_name | Agriculture |
| concepts[9].id | https://openalex.org/C141231307 |
| concepts[9].level | 3 |
| concepts[9].score | 0.22621604800224304 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q7020 |
| concepts[9].display_name | Genome |
| concepts[10].id | https://openalex.org/C41008148 |
| concepts[10].level | 0 |
| concepts[10].score | 0.22141775488853455 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[10].display_name | Computer science |
| concepts[11].id | https://openalex.org/C18903297 |
| concepts[11].level | 1 |
| concepts[11].score | 0.2034861147403717 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q7150 |
| concepts[11].display_name | Ecology |
| concepts[12].id | https://openalex.org/C54355233 |
| concepts[12].level | 1 |
| concepts[12].score | 0.18643692135810852 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q7162 |
| concepts[12].display_name | Genetics |
| concepts[13].id | https://openalex.org/C104317684 |
| concepts[13].level | 2 |
| concepts[13].score | 0.11400935053825378 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q7187 |
| concepts[13].display_name | Gene |
| concepts[14].id | https://openalex.org/C71924100 |
| concepts[14].level | 0 |
| concepts[14].score | 0.10578417778015137 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[14].display_name | Medicine |
| concepts[15].id | https://openalex.org/C99454951 |
| concepts[15].level | 1 |
| concepts[15].score | 0.08433958888053894 |
| concepts[15].wikidata | https://www.wikidata.org/wiki/Q932068 |
| concepts[15].display_name | Environmental health |
| concepts[16].id | https://openalex.org/C31258907 |
| concepts[16].level | 1 |
| concepts[16].score | 0.0 |
| concepts[16].wikidata | https://www.wikidata.org/wiki/Q1301371 |
| concepts[16].display_name | Computer network |
| concepts[17].id | https://openalex.org/C175444787 |
| concepts[17].level | 1 |
| concepts[17].score | 0.0 |
| concepts[17].wikidata | https://www.wikidata.org/wiki/Q39072 |
| concepts[17].display_name | Microeconomics |
| concepts[18].id | https://openalex.org/C31903555 |
| concepts[18].level | 1 |
| concepts[18].score | 0.0 |
| concepts[18].wikidata | https://www.wikidata.org/wiki/Q1637030 |
| concepts[18].display_name | Food science |
| concepts[19].id | https://openalex.org/C162324750 |
| concepts[19].level | 0 |
| concepts[19].score | 0.0 |
| concepts[19].wikidata | https://www.wikidata.org/wiki/Q8134 |
| concepts[19].display_name | Economics |
| keywords[0].id | https://openalex.org/keywords/food-security |
| keywords[0].score | 0.706570029258728 |
| keywords[0].display_name | Food security |
| keywords[1].id | https://openalex.org/keywords/genomics |
| keywords[1].score | 0.6752281785011292 |
| keywords[1].display_name | Genomics |
| keywords[2].id | https://openalex.org/keywords/biotechnology |
| keywords[2].score | 0.5779529809951782 |
| keywords[2].display_name | Biotechnology |
| keywords[3].id | https://openalex.org/keywords/biology |
| keywords[3].score | 0.494026243686676 |
| keywords[3].display_name | Biology |
| keywords[4].id | https://openalex.org/keywords/scarcity |
| keywords[4].score | 0.47138696908950806 |
| keywords[4].display_name | Scarcity |
| keywords[5].id | https://openalex.org/keywords/food-processing |
| keywords[5].score | 0.4597838521003723 |
| keywords[5].display_name | Food processing |
| keywords[6].id | https://openalex.org/keywords/population |
| keywords[6].score | 0.45225194096565247 |
| keywords[6].display_name | Population |
| keywords[7].id | https://openalex.org/keywords/resource |
| keywords[7].score | 0.442547082901001 |
| keywords[7].display_name | Resource (disambiguation) |
| keywords[8].id | https://openalex.org/keywords/agriculture |
| keywords[8].score | 0.4066475033760071 |
| keywords[8].display_name | Agriculture |
| keywords[9].id | https://openalex.org/keywords/genome |
| keywords[9].score | 0.22621604800224304 |
| keywords[9].display_name | Genome |
| keywords[10].id | https://openalex.org/keywords/computer-science |
| keywords[10].score | 0.22141775488853455 |
| keywords[10].display_name | Computer science |
| keywords[11].id | https://openalex.org/keywords/ecology |
| keywords[11].score | 0.2034861147403717 |
| keywords[11].display_name | Ecology |
| keywords[12].id | https://openalex.org/keywords/genetics |
| keywords[12].score | 0.18643692135810852 |
| keywords[12].display_name | Genetics |
| keywords[13].id | https://openalex.org/keywords/gene |
| keywords[13].score | 0.11400935053825378 |
| keywords[13].display_name | Gene |
| keywords[14].id | https://openalex.org/keywords/medicine |
| keywords[14].score | 0.10578417778015137 |
| keywords[14].display_name | Medicine |
| keywords[15].id | https://openalex.org/keywords/environmental-health |
| keywords[15].score | 0.08433958888053894 |
| keywords[15].display_name | Environmental health |
| language | en |
| locations[0].id | doi:10.55627/pbulletin.002.02.0391 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4387288150 |
| locations[0].source.issn | 2959-3379, 2959-3387 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2959-3379 |
| locations[0].source.is_core | False |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | Plant Bulletin |
| locations[0].source.host_organization | |
| locations[0].source.host_organization_name | |
| locations[0].license | cc-by |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Plant Bulletin |
| locations[0].landing_page_url | http://doi.org/10.55627/pbulletin.002.02.0391 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5074335603 |
| authorships[0].author.orcid | https://orcid.org/0000-0001-6326-9267 |
| authorships[0].author.display_name | Muhammad Rizwan Bashir |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Muhammad Rizwan Bashir |
| authorships[0].is_corresponding | False |
| authorships[1].author.id | https://openalex.org/A5114156278 |
| authorships[1].author.orcid | |
| authorships[1].author.display_name | Ahsan Mohyo ud Din |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | None Ahsan Mohyo ud Din |
| authorships[1].is_corresponding | False |
| authorships[2].author.id | https://openalex.org/A5101831703 |
| authorships[2].author.orcid | https://orcid.org/0000-0001-9393-3165 |
| authorships[2].author.display_name | Muhammad Sajid |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | None Muhammad Sajid |
| authorships[2].is_corresponding | False |
| authorships[3].author.id | https://openalex.org/A5077511854 |
| authorships[3].author.orcid | |
| authorships[3].author.display_name | Ejaz ul Hassan |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | None Ejaz ul Hassan |
| authorships[3].is_corresponding | False |
| authorships[4].author.id | https://openalex.org/A5078273602 |
| authorships[4].author.orcid | |
| authorships[4].author.display_name | Qamar Anser Tufail Khan |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | None Qamar Anser Tufail Khan |
| authorships[4].is_corresponding | False |
| authorships[5].author.id | https://openalex.org/A5067856273 |
| authorships[5].author.orcid | https://orcid.org/0000-0001-7420-3028 |
| authorships[5].author.display_name | Muhammad Khurshid |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | None Muhammad Rizwan Khurshid |
| authorships[5].is_corresponding | False |
| authorships[6].author.id | https://openalex.org/A5111729726 |
| authorships[6].author.orcid | |
| authorships[6].author.display_name | Hafiz Saad Bin Mustafa |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | None Hafiz Saad Bin Mustafa |
| authorships[6].is_corresponding | False |
| authorships[7].author.id | https://openalex.org/A5044869350 |
| authorships[7].author.orcid | |
| authorships[7].author.display_name | Ahmad Nawaz Gill |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | None Ahmad Nawaz Gill |
| authorships[7].is_corresponding | False |
| authorships[8].author.id | https://openalex.org/A5014588719 |
| authorships[8].author.orcid | https://orcid.org/0000-0002-2888-9468 |
| authorships[8].author.display_name | Hafeez ur Rehman |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | None Hafeez ur Rehman |
| authorships[8].is_corresponding | False |
| authorships[9].author.id | https://openalex.org/A5083535368 |
| authorships[9].author.orcid | https://orcid.org/0000-0002-2888-9919 |
| authorships[9].author.display_name | Umer Iqbal |
| authorships[9].author_position | last |
| authorships[9].raw_author_name | Umer Iqbal |
| authorships[9].is_corresponding | False |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | http://doi.org/10.55627/pbulletin.002.02.0391 |
| open_access.oa_status | diamond |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | The Application of Genomics and Bioinformatics to Recognize Soybean Pathogen Interaction in a Changing Climate |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T12571 |
| primary_topic.field.id | https://openalex.org/fields/11 |
| primary_topic.field.display_name | Agricultural and Biological Sciences |
| primary_topic.score | 0.994700014591217 |
| primary_topic.domain.id | https://openalex.org/domains/1 |
| primary_topic.domain.display_name | Life Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1110 |
| primary_topic.subfield.display_name | Plant Science |
| primary_topic.display_name | Soybean genetics and cultivation |
| related_works | https://openalex.org/W1571141552, https://openalex.org/W4391636338, https://openalex.org/W4386067343, https://openalex.org/W4294250823, https://openalex.org/W4254645975, https://openalex.org/W2088170323, https://openalex.org/W2907326256, https://openalex.org/W2187723443, https://openalex.org/W2273196251, https://openalex.org/W2611004492 |
| cited_by_count | 0 |
| locations_count | 1 |
| best_oa_location.id | doi:10.55627/pbulletin.002.02.0391 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4387288150 |
| best_oa_location.source.issn | 2959-3379, 2959-3387 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2959-3379 |
| best_oa_location.source.is_core | False |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | Plant Bulletin |
| best_oa_location.source.host_organization | |
| best_oa_location.source.host_organization_name | |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Plant Bulletin |
| best_oa_location.landing_page_url | http://doi.org/10.55627/pbulletin.002.02.0391 |
| primary_location.id | doi:10.55627/pbulletin.002.02.0391 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4387288150 |
| primary_location.source.issn | 2959-3379, 2959-3387 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2959-3379 |
| primary_location.source.is_core | False |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | Plant Bulletin |
| primary_location.source.host_organization | |
| primary_location.source.host_organization_name | |
| primary_location.license | cc-by |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Plant Bulletin |
| primary_location.landing_page_url | http://doi.org/10.55627/pbulletin.002.02.0391 |
| publication_date | 2023-12-30 |
| publication_year | 2023 |
| referenced_works_count | 0 |
| abstract_inverted_index.a | 159 |
| abstract_inverted_index.as | 204, 206 |
| abstract_inverted_index.be | 132, 143 |
| abstract_inverted_index.by | 150, 192 |
| abstract_inverted_index.in | 41, 47, 101, 114, 124, 176 |
| abstract_inverted_index.it | 154 |
| abstract_inverted_index.of | 20, 24, 55, 76, 108, 194, 217 |
| abstract_inverted_index.on | 12 |
| abstract_inverted_index.or | 196 |
| abstract_inverted_index.to | 15, 32, 59, 69, 85, 96, 110, 117, 145, 162, 168, 186, 207 |
| abstract_inverted_index.CO2 | 36 |
| abstract_inverted_index.The | 0, 27, 74 |
| abstract_inverted_index.and | 3, 50, 68, 78, 90, 103, 138, 172, 181, 213 |
| abstract_inverted_index.are | 81, 174 |
| abstract_inverted_index.can | 131, 142 |
| abstract_inverted_index.for | 134, 148, 189, 200, 209 |
| abstract_inverted_index.had | 155 |
| abstract_inverted_index.has | 8 |
| abstract_inverted_index.how | 34 |
| abstract_inverted_index.per | 17 |
| abstract_inverted_index.the | 42, 48, 53, 61, 82, 106, 164, 184, 215 |
| abstract_inverted_index.also | 30 |
| abstract_inverted_index.been | 157 |
| abstract_inverted_index.data | 130, 167 |
| abstract_inverted_index.ever | 156 |
| abstract_inverted_index.food | 21, 72, 190, 211 |
| abstract_inverted_index.have | 183 |
| abstract_inverted_index.make | 146 |
| abstract_inverted_index.rise | 46 |
| abstract_inverted_index.that | 92 |
| abstract_inverted_index.used | 133, 144 |
| abstract_inverted_index.well | 205 |
| abstract_inverted_index.based | 136 |
| abstract_inverted_index.boost | 105 |
| abstract_inverted_index.genes | 113 |
| abstract_inverted_index.great | 160 |
| abstract_inverted_index.level | 37 |
| abstract_inverted_index.plant | 13, 56, 87, 98 |
| abstract_inverted_index.posed | 9 |
| abstract_inverted_index.tools | 80, 141 |
| abstract_inverted_index.under | 22, 64, 120 |
| abstract_inverted_index.which | 44, 169 |
| abstract_inverted_index.yield | 119, 188 |
| abstract_inverted_index.capita | 18 |
| abstract_inverted_index.caused | 38 |
| abstract_inverted_index.causes | 45 |
| abstract_inverted_index.effect | 40, 216 |
| abstract_inverted_index.ensure | 16, 70 |
| abstract_inverted_index.global | 6 |
| abstract_inverted_index.models | 63 |
| abstract_inverted_index.offers | 93 |
| abstract_inverted_index.rising | 35 |
| abstract_inverted_index.skills | 171 |
| abstract_inverted_index.tools. | 179 |
| abstract_inverted_index.unique | 94 |
| abstract_inverted_index.yield, | 99 |
| abstract_inverted_index.climate | 2 |
| abstract_inverted_index.disease | 57, 122, 201 |
| abstract_inverted_index.diverse | 165 |
| abstract_inverted_index.enforce | 31 |
| abstract_inverted_index.enhance | 97 |
| abstract_inverted_index.genetic | 198 |
| abstract_inverted_index.genomic | 135, 166 |
| abstract_inverted_index.immense | 10 |
| abstract_inverted_index.natural | 25 |
| abstract_inverted_index.predict | 60 |
| abstract_inverted_index.present | 28, 115 |
| abstract_inverted_index.quality | 102 |
| abstract_inverted_index.soybean | 109 |
| abstract_inverted_index.sustain | 118, 187 |
| abstract_inverted_index.whereas | 153 |
| abstract_inverted_index.However, | 128 |
| abstract_inverted_index.abruptly | 125 |
| abstract_inverted_index.advanced | 139, 170 |
| abstract_inverted_index.changing | 1, 65, 126, 219 |
| abstract_inverted_index.climate. | 127 |
| abstract_inverted_index.climatic | 220 |
| abstract_inverted_index.epidemic | 121 |
| abstract_inverted_index.genomics | 77, 129, 182 |
| abstract_inverted_index.genotype | 149 |
| abstract_inverted_index.handling | 177 |
| abstract_inverted_index.mitigate | 214 |
| abstract_inverted_index.pathogen | 88, 151 |
| abstract_inverted_index.pressure | 11 |
| abstract_inverted_index.remained | 158 |
| abstract_inverted_index.required | 175 |
| abstract_inverted_index.scarcity | 23 |
| abstract_inverted_index.security | 191, 212 |
| abstract_inverted_index.tolerant | 195 |
| abstract_inverted_index.challenge | 161 |
| abstract_inverted_index.continued | 71 |
| abstract_inverted_index.cultivars | 116 |
| abstract_inverted_index.epidemic, | 58 |
| abstract_inverted_index.expertise | 173 |
| abstract_inverted_index.influence | 52 |
| abstract_inverted_index.integrate | 111 |
| abstract_inverted_index.inversely | 218 |
| abstract_inverted_index.potential | 185 |
| abstract_inverted_index.resistant | 197 |
| abstract_inverted_index.selection | 193 |
| abstract_inverted_index.sensitive | 202 |
| abstract_inverted_index.stability | 100 |
| abstract_inverted_index.approaches | 84 |
| abstract_inverted_index.conditions | 67, 123 |
| abstract_inverted_index.facilitate | 208 |
| abstract_inverted_index.greenhouse | 39 |
| abstract_inverted_index.homogenize | 163 |
| abstract_inverted_index.increasing | 5 |
| abstract_inverted_index.innovative | 83 |
| abstract_inverted_index.population | 7 |
| abstract_inverted_index.prediction | 91 |
| abstract_inverted_index.resilience | 107 |
| abstract_inverted_index.resistance | 112 |
| abstract_inverted_index.resources. | 26 |
| abstract_inverted_index.scientists | 14 |
| abstract_inverted_index.selections | 137 |
| abstract_inverted_index.understand | 33, 86 |
| abstract_inverted_index.application | 75 |
| abstract_inverted_index.combination | 199 |
| abstract_inverted_index.conditions. | 221 |
| abstract_inverted_index.development | 54 |
| abstract_inverted_index.environment | 43 |
| abstract_inverted_index.interaction | 89, 152 |
| abstract_inverted_index.maintaining | 210 |
| abstract_inverted_index.predictions | 147 |
| abstract_inverted_index.production, | 104 |
| abstract_inverted_index.production. | 73 |
| abstract_inverted_index.temperature | 49 |
| abstract_inverted_index.availability | 19 |
| abstract_inverted_index.consequently | 51 |
| abstract_inverted_index.continuously | 4 |
| abstract_inverted_index.environments | 203 |
| abstract_inverted_index.circumstances | 29 |
| abstract_inverted_index.environmental | 66 |
| abstract_inverted_index.genomic-based | 62 |
| abstract_inverted_index.opportunities | 95 |
| abstract_inverted_index.Bioinformatics | 180 |
| abstract_inverted_index.bioinformatics | 79, 140, 178 |
| cited_by_percentile_year | |
| countries_distinct_count | 0 |
| institutions_distinct_count | 10 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/2 |
| sustainable_development_goals[0].score | 0.5099999904632568 |
| sustainable_development_goals[0].display_name | Zero hunger |
| citation_normalized_percentile.value | 0.11475404 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |