BUSCADOR RECOLECTA

This dataset is associated with the manuscript entitled "Field Assessment of Biochar Interactions with Chemical and Biological N Fertilization in Pointed White Cabbage"., We gratefully acknowledge the financial support of the project PID2021-12886OB100 funded by MCIN/AEI /10.13039/501100011033/ and ERDF A way of making Europe. R. Castejón-del Pino was supported by the grant PRE2019-088308 funded by MICIU/ AEI /10.13039/501100011033 and ESF Investing in your future within the project RTI2018-099417-BI00., Peer reviewed

Document S1. Methods S1 and supplemental references.--Table S1. Summary of the datasets of combinatorial community composition and function analyzed in this study, related to Figure 2..--Table S2. 16S rRNA gene sequences of the environmental isolates used in our experiment, related to Figure 1., Peer reviewed

[Description of methods used for collection/generation of data] Data were acquired through an RGB camera mounted on a UAV at an altitude of 11m., Identification of weed species at the early stages of growth is critical for precision agriculture. Accurate detection and classification to species level allows targeted control measures to be taken, significantly reducing pesticide use. This dataset consists of RGB images, captured with a Sony ILCE-6300L camera mounted on an unmanned aerial vehicle (UAV) at 11 meters altitude. The dataset covers several agricultural fields in Spain, focusing on two summer crops: corn and tomato. It is designed to improve the accuracy of early season weed detection by including images from two phenological stages. Specifically, the dataset contains 31,002 labeled images from the early growth stage - maize with four leaves unfolded (BBCH14) and tomato with the first flower bud visible (BBCH501) - as well as 36,556 images from a later growth stage - maize with seven leaves unfolded (BBCH17) and tomato with the ninth flower bud visible (BBCH509). In maize, weed species include Atriplex patula, Chenopodium album, Convolvulus arvensis, Datura ferox, Lolium rigidum, Salsola kali and Sorghum halepense. In tomato, weed species include Cyperus rotundus, Portulaca oleracea and Solanum nigrum. The images, stored in JPG format, were labeled by partitioning orthomosaics, with each image corresponding to a specific plant species. This dataset is ideal for developing advanced deep learning models, such as CNN and ViT, for early detection and classification of weed species in corn and tomato crops using UAV imagery. By providing this dataset, we aim to advance UAV-based weed detection and mapping technologies, contributing to precision agriculture with more efficient and accurate tools that promote sustainable and profitable agricultural practices., This work was supported by the Spanish Research State Agency (AEI) through the Project PID2020-113229RB-C41/AEI/10.13039/501100011033. The lead author, G.A. Mesías-Ruiz has been a beneficiary of a FPI fellowship by the Spanish Ministry of Education and Professional Training (PRE2018-083227)., Peer reviewed

Details on the structural (Table S1), EELS (Figures S1−S2), densities of states (Figure S3) and BSE data (Tables S2−S5) are provided. Table S6 summarizes the main results in terms of optical and excitonic properties of SM-, ZT-BiVO4, Anatase & Rutile TiO2., Peer reviewed

21 páginas, 1 figura, 7 tablas, Peer reviewed

Additional file 1. Additional file regarding the complete atomic composition of the nanoparticles and the chemical environment of the C present in the NPs is included. Moreover, in the Additional file it is also shown a scheme of the functionalization process performed with the EDC-NHS linker and the CD9 antibody binding. Figure S1.. Hysteresis loop measured at 300 K for the Fe3O4–EDC-NHS-NPs. The NPs show superparamagnetic properties at room temperature. Figure S2.. A) Complete atomic percentage of Fe3O4NPs and Fe3O4–EDC-NHS-NPs during 30 days after their synthesis. B) Study of the atomic environment of the C present in the NPs. Figure S3.. A) NTA of control exosomes and B) DLS of magnetic nanoparticles employed for the exosome capture. Figure S4.. A) Scheme of the functionalization of the MNPs with the EDC-NHS linker, followed by the CD9 antibody binding., Peer reviewed

BAM images of Langmuir film formation, GIXRD characterization of LB films (1 and 3 layers) and the resonant frequency change of a QCM during a CO2 adsorption experiment., Peer reviewed

A video corresponding to the 3D models of the nanostructured Au–Ag nanoparticle of Figure 1c as well as additional EELS measurements and DDA simulations., Peer reviewed

Our framework is based on stereotaxic injections of neurotoxins (saline contralaterally) in the rat hippocampus, followed by MRI acquisition, perfusion and histology. Specifically, we injected: i) lipopolysaccharide (LPS) to induce microglia and astrocyte reactivity, ii) ibotenic acid to induce microglia reactivity, proliferation and neuronal death in the hippocampus, and axonal damage in the fimbria, i.e., its main projection to the prefrontal cortex, and iii) LPS animals pre-treated with PLX5622 to deplete microglia and isolate astrocyte. Then, the rats underwent an MRI protocol comprising a stimulated echo diffusion weighted MRI sequence (b=0, 2000 and 4000 s/mm2, diffusion times 15-60 ms)., Peer reviewed

A novel procedure to direct the local synthesis of gold clusters on Fe3O4 nanocrystals by means of alternating magnetic fields (AMFs) is demonstrated. This process allows growing gold selectively onto the heated magnetite surface, while keeping the synthesis solution comparatively cold. Sequential AMF cycles allowed fine-tuning the amount of gold on the magnetite surfaces., Funding from MINECO (Spain) and from ERC Advanced Grant (ERC-AdG-267626, HECTOR) is gratefully acknowledged., Peer reviewed