Supplementary data

Supplementary data

<p dir="ltr">Data are available for Journal of Agriculture and Technology</p>

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Bibliográfalaš dieđut
Váldodahkki:	In Sokra (20702624) (author)
Almmustuhtton:	2025
Fáttát:	Agricultural biotechnology diagnostics (incl. biosensors) Agricultural molecular engineering of nucleic acids and proteins Supplementary data
Fáddágilkorat:	Lasit fáddágilkoriid Eai fáddágilkorat, Lasit vuosttaš fáddágilkora!

Geahča maid

<b>Ontogenetic remodeling of cell wall polymers in Algerian </b><b><i>Retama raetam</i></b><b>: Biomass valorization potential and antifungal properties</b>
Dahkki: Hassiba BOKHARI (22688354)
Almmustuhtton: (2025)

A Four-Wavelength Photoplethysmography dataset for non-invasive hemoglobin assessment
Dahkki: Liang yongbo (4822017)
Almmustuhtton: (2025)

Table 1_Agricultural sustainability in the European Union: a review of concepts, policies and economic perspectives.docx
Dahkki: Ioan Prigoreanu (22687250)
Almmustuhtton: (2025)

Climate Change Risk and Green Low-Carbon Development in Agriculture: Evidence from China on the Regulatory Role of Agricultural Insurance and Spatial Spillover Effects
Dahkki: ZHAOYANG LU (21957038)
Almmustuhtton: (2025)

Data from:Long-term monitoring indicates stability of summer range forage resources at the US Sheep Experiment Station
Dahkki: Hailey Wilmer (17362309)
Almmustuhtton: (2025)

Awareness and adoption of agricultural ecommerce applications in Bushbuckridge local municipality, Mpumalanga Province
Dahkki: Progress Lefsifi (22661270)
Almmustuhtton: (2025)

Elbow method results
Dahkki: Leonardo Campos (22674860)
Almmustuhtton: (2025)

Data Sheet 1_Mapping soil salinity using machine learning and remote sensing data in semi-arid croplands.docx
Dahkki: Abdelwahed Chaaou (22686404)
Almmustuhtton: (2025)

Salmon feed ingridients
Dahkki: Atle Guttormsen (22682399)
Almmustuhtton: (2025)

Measure Your Harvest: long-term citizen-science reveals the contribution of own-growing to UK food security - dataset
Dahkki: Boglarka Gulyas (15326527)
Almmustuhtton: (2025)

Estimated total production value, economic value of pollination (EVP) for the entire country and within each biome domain. Values refer to the leading crops in the 2019 harvest. <sup>1</sup>Source: IBGE.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Results of the generalized linear mixed model (GLMM) using a Tweedie distribution (log link). The response variable is the vulnerability to pollinator decline. Estimates (β), standard errors, z-values, and p-values and 95% confidence intervals (CI, low – high) are shown. Significance levels were assessed at P < 0.05.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Results of the generalized linear mixed model (GLMM) using a Tweedie distribution (log link). The response variable is the economic value of pollination. Estimates (β), standard errors, z-values, and 95% confidence intervals (CI, low – high) p-values are shown. Significance levels were assessed at a P < 0.05 threshold.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

The 60 leading crops cultivated in Brazil, the economic value of pollination (EVP) of the harvest in 2019 and the degree of pollination dependence. Information on the degree of cropland dependence on pollinators are sourced from Klein et al. (2007), much of which are reiterated in Roubik (2018)<sup>1</sup>; Giannini et al. (2015)<sup>2</sup>; Campbell et al. (2018)<sup>3</sup> and Dorneles <i>et al</i>. (2013)<sup>4.</sup>
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Economic value of pollination (EVP) (A) and vulnerability to pollinator declines (B) across Brazilian biomes excluding soybean.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Economic value of pollination (EVP) (A) and vulnerability to pollinator declines (B) across Brazilian biomes including soybean.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Correlation between municipal scale vulnerability to pollinator declines excluding soybean cultivation and Human Development Index (HDI), Gross Domestic Product (GDP), Human footprint, Habitat loss, and Proportion of low-income farmers.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Correlation between municipal scale vulnerability to pollinator declines including soybean cultivation and Human Development Index (HDI), Gross Domestic Product (GDP), Human footprint, Habitat loss, and Proportion of low-income farmers.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Correlation between the municipal economic value of pollination excluding soybean and Human Development Index (HDI), Gross Domestic Product (GDP), Human footprint, Habitat loss, and Proportion of low-income farmers.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Correlation between the municipal economic value of pollination including soybean and Gross Domestic Product (GDP), Human Development Index (HDI), Habitat loss, Farm size, Human footprint, and Proportion of low-income farmers.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Agricultural vulnerability to pollinator declines in each municipality across Brazil, considering the 2019 harvest.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

The economic value of pollination in each municipality across Brazil, considering the 2019 harvest.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Total agricultural production value of leading crops in the 2019 harvest across all Brazilian municipalities.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Relationship between the proportion of low-income farmers and (A) the economic value of pollination (EVP) and (B) the vulnerability associated with pollinator dependence across six Brazilian biomes, with soybean excluded.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Relationship between the proportion of low-income farmers and (A) the economic value of pollination (EVP) and (B) the vulnerability associated with pollinator dependence across six Brazilian biomes, with soybean included.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Table 1_Sulphur nutrition management in Sub-Saharan Africa crop production: a systematic review.docx
Dahkki: Martin M. Moshi (22687466)
Almmustuhtton: (2025)

Biplots for the macroinvertebrate data.
Dahkki: Fee Nanett Trau (16734722)
Almmustuhtton: (2025)

Code Comments for Quantum Software Development Kits: An Empirical Study on Qiskit
Dahkki: zenghui zhou (22207153)
Almmustuhtton: (2025)

Spatiotemporal Dynamics of Global Agricultural Transport Greenhouse Gas Emissions from Trade and the Climate Implications of Localization Strategies
Dahkki: Zihan Gao (10820297)
Almmustuhtton: (2025)

Overview of the measured water quality and environmental parameters for the seven water bodies. Values for NO<sub>2</sub><sup>-</sup> [mg/L] not shown as they are all 0. EC = electric conductivity, Temp. = water temperature.
Dahkki: Fee Nanett Trau (16734722)
Almmustuhtton: (2025)

Niche overlaps of ponds and ditches for the functional feeding groups (FFGs) calculated for two datasets. The overlap for collector/filterer cannot be calculated due to their absence in pond samples.
Dahkki: Fee Nanett Trau (16734722)
Almmustuhtton: (2025)

Number of samples available and used for analysis for each water body and the FFGs.
Dahkki: Fee Nanett Trau (16734722)
Almmustuhtton: (2025)

Description of the sampling sites. Habitats were described for the water bodies when present in the wadeable area of the shore length with a share < 5%.
Dahkki: Fee Nanett Trau (16734722)
Almmustuhtton: (2025)

dbRDA plot, distance measure = Euclidean.
Dahkki: Fee Nanett Trau (16734722)
Almmustuhtton: (2025)

SIBER density plots computed via Bayesian analysis using corrected δ<sup>15</sup>N and δ<sup>13</sup>C values.
Dahkki: Fee Nanett Trau (16734722)
Almmustuhtton: (2025)

SIBER density plots for the Layman metrics computed via Bayesian statistics, based on the dataset corrected for δ<sup>15</sup>N. Black dots show the modes.
Dahkki: Fee Nanett Trau (16734722)
Almmustuhtton: (2025)

Sampled ditches, pictures: Fee Nanett Trau, JKI.
Dahkki: Fee Nanett Trau (16734722)
Almmustuhtton: (2025)

Sampled ponds, pictures: Fee Nanett Trau, JKI.
Dahkki: Fee Nanett Trau (16734722)
Almmustuhtton: (2025)

Map of sampling sites, ditches in blue and ponds in red.
Dahkki: Fee Nanett Trau (16734722)
Almmustuhtton: (2025)

Induced Proximity Approach Enables the Recombinant Production of Polyphosphorylated Silk Proteins with Improved Adhesiveness
Dahkki: Nea B. Möttönen (22682374)
Almmustuhtton: (2025)

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