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Dive into the research topics where Michela Farneselli is active.

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Featured researches published by Michela Farneselli.


Sensors | 2011

Nitrogen Concentration Estimation in Tomato Leaves by VIS-NIR Non-Destructive Spectroscopy

Valentina Ulissi; Francesca Antonucci; Paolo Benincasa; Michela Farneselli; Giacomo Tosti; Marcello Guiducci; Francesco Tei; Corrado Costa; Federico Pallottino; Luigi Pari; Paolo Menesatti

Nitrogen concentration in plants is normally determined by expensive and time consuming chemical analyses. As an alternative, chlorophyll meter readings and N-NO3 concentration determination in petiole sap were proposed, but these assays are not always satisfactory. Spectral reflectance values of tomato leaves obtained by visible-near infrared spectrophotometry are reported to be a powerful tool for the diagnosis of plant nutritional status. The aim of the study was to evaluate the possibility and the accuracy of the estimation of tomato leaf nitrogen concentration performed through a rapid, portable and non-destructive system, in comparison with chemical standard analyses, chlorophyll meter readings and N-NO3 concentration in petiole sap. Mean reflectance leaf values were compared to each reference chemical value by partial least squares chemometric multivariate methods. The correlation between predicted values from spectral reflectance analysis and the observed chemical values showed in the independent test highly significant correlation coefficient (r = 0.94). The utilization of the proposed system, increasing efficiency, allows better knowledge of nutritional status of tomato plants, with more detailed and sharp information and on wider areas. More detailed information both in space and time is an essential tool to increase and stabilize crop quality levels and to optimize the nutrient use efficiency.


Archive | 2010

Decreasing Nitrate Leaching in Vegetable Crops with Better N Management

F Agostini; Francesco Tei; M Silgram; Michela Farneselli; Paolo Benincasa; M. F. Aller

The relatively low cost of fertiliser and the increasing demand and competition for cheap food have encouraged the over-fertilisation of field vegetables over the past few decades. However, more recent scientific and public concern over eutrophication of water and the accumulation of nitrates in vegetables for human consumption requires a more effective use of nitrogen fertilisers in a more sustainable manner, which minimises the potential risk of negative effects on the environment and human health. In this review, we present the current state of the art in knowledge of N dynamic in vegetable crops and the latest advances in nutrient management, which could be used to mitigate nitrate losses from vegetables fields to the wider environment. Findings are based on published data and personal communications with researchers and consultants across Europe. Areas of research where further work is required are identified and described. A conclusive chapter reports on the economic and environmental impact of technology transfer of improved nitrogen management in three south European states and in the Netherlands.


Journal of Plant Nutrition | 2014

RELIABILITY OF PETIOLE SAP TEST FOR N NUTRITIONAL STATUS ASSESSING IN PROCESSING TOMATO

Michela Farneselli; Francesco Tei; Eric Simonne

A field experiment was carried out in Central Italy to assess the reliability of petiole sap for determining nitrogen (N) status on processing tomato. The crop was fertilized with different N rates and fertigation-irrigation frequencies. Reduced-N and nitrate-N concentrations were determined by lab analyses at 30, 42, 57, 71, and 84 days after transplanting. At each sampling date, the assessment of N nutritional status as resulted by sap test was compared with the actual plant N status as determined by nitrogen nutrition index (NNI). Results from sap test were in agreement with NNI indications for about 2/3 of crop cycle that represents the crucial time for N fertilizer management in tomato. The correlation coefficient of the two methods was, on average 0.854 and it was statistical significant in the whole sampling period. The nitrate concentration in the petiole sap provided a good agreement with laboratory analysis across the full range on N-nitrate (NO3) concentrations examined.


Journal of Plant Nutrition | 2006

Washing and/or Cutting Petioles Reduces Nitrate Nitrogen and Potassium Sap Concentrations in Vegetables

Michela Farneselli; Eric Simonne; David Studstill; Francesco Tei

ABSTRACT Petiole sap testing using ion-specific electrodes is a simple method that can be used to guide in-season applications of nitrogen (N) and potassium (K) to vegetable crops. This method requires petiole sampling and sap extraction using a sap press. Because some vegetables are grown with foliar applications of N and/or K and because some crops have large petioles, petioles may need to be washed and/or cut before being pressed. Limited information is currently available on the effect of washing/cutting on sap-testing results. Hence, muskmelon (Cucumis melo L.), bell pepper (Capsicum annum L.) and tomato (Lycopersicon esculentum Mill) petioles were used to test whether washing/cutting reduced NO3 (nitrate)-N and K concentrations and changed the subsequent interpretation of plant nutritional status. Washing for 30, 60, or 120 sec in distilled water and cutting petioles before or after washing significantly reduced sap concentrations (p = 0.01 and p = 0.04 for NO3-N and K, respectively) in seven of 12 tests when compared with the control method (petioles cut and not washed). The average concentration reductions between the control and the lowest value among all the washing/cutting treatments were 30% for NO3-N and 19% for K. These losses due to washing/cutting are likely often to change the diagnosis of nutritional status from “sufficient” to “less than sufficient” and, therefore, may suggest the need for unnecessary fertilizer applications.


Communications in Soil Science and Plant Analysis | 2008

Depth and Width of the Wetted Zone in a Sandy Soil after Leaching Drip‐Irrigation Events and Implications for Nitrate‐Load Calculation

Michela Farneselli; David Studstill; Eric Simonne; Robert C. Hochmuth; George J. Hochmuth; Francesco Tei

Abstract The quantitative assessment of nitrate‐nitrogen (NO3‐N) leaching below the root zone of vegetable crops grown with plasticulture (called load) may be done using 150‐cm‐deep soil samples divided into five 30‐cm‐long subsamples. The load is then calculated by multiplying the NO3‐N concentration in each subsample by the volume of soil (width×length×depth, W×L×D) wetted by the drip tape. Length (total L of mulched bed per unit surface) and D (length of the soil subsample) are well known, but W is not. To determine W at different depths, two dye tests were conducted on a 7‐m‐deep Lakeland fine sand using standard 71‐cm‐wide plasticulture beds. Dye tests consisted of irrigation lengths of up to 38 and 60 h, digging transverse sections of the raised beds at set times, and taking measurements of D and W in 30‐cm‐deep increments. Most dye patterns were elliptically elongated. Maximum average depths were similar (118 and 119 cm) for both tests despite differences in irrigation duration and physical proximity of both tests (100 m apart in the same field). Overall, D response (cm, both tests combined) to irrigation volume (V, L/100 m) was quadratic (Dcomb.avg=−2×10−7 V2+0.008 V+34), and W responses (using maximum and mean values at each 30‐cm increment depth, Wmax and Wmean, respectively) to D (cm) were linear (Wmax=−0.65D+114 and Wmean=−0.42D+79). Predicted Wmax were 104, 84, 64, 44, and 25 cm in 30‐cm depth increments. Load calculations using NO3‐N concentrations of 7.2, 5.0, 3.9, 3.0, and 2.9 µg/kg for the 15, 46, 77, 107, and 137 cm depths, respectively, were 21.2, 37.6, 28.2, and 39.1 kg/ha for W values of 40 cm, bed width (71 cm), Wmean, and Wmax, respectively. These load calculations ranged from simple to double based on the choice of W estimate used, which illustrates the importance of knowing W accurately when load is calculated from field measurements. These Wmax and Wmean values may be used for load calculations on sandy soils but are likely to overestimate load because they were determined without transpiring plants and may need to be adjusted for different soil types.


Archive | 2017

Crop Rotation as a System Approach for Soil Fertility Management in Vegetables

Paolo Benincasa; Giacomo Tosti; Marcello Guiducci; Michela Farneselli; Francesco Tei

This paper reviews the recent literature on crop rotation as a tool to manage soil fertility specifically for vegetable production. All of the aspects dealing with soil fertility management, i.e. mineral and organic fertilisation, crop residue s management, cover cropping and green manuring, and intercrop ping, are examined in the frame of crop rotations in conventional and organic systems for both specialised and non-specialised vegetable production. A focus is given on conservation tillage practices to manage green manures and vegetable crop residues. The design and modelling of vegetable rotations are described under the viewpoint of increasing the nutrient use efficiency and the self-sufficiency of the system. Some long-term experiments including vegetables are described which evaluate cumulated effects of rotations on soil fertility and vegetable production. It is concluded that only integrating all the available techniques of soil fertility management at a whole rotation scale it is possible to contribute to the productive, economic and environmental sustainability of the system. For example, little supplementation of mineral or fast-release organic fertilisers delivered with rational fertilisation techniques (e.g. starter, split, and localised fertilisation; fertigation) may help compensate the temporal and spatial lack of matching between nitrogen release from slow-release organic sources and crop nitrogen demand. This would help modulate nutrient supply in a more flexible way and improve crop nutrient uptake, so allowing more constant yields across years and limited risks of nutrient loss to the environment.


International Journal of Agricultural and Environmental Information Systems | 2016

Potential Nitrogen Load from Crop-Livestock Systems: A Spatial Database for a Multi-Scale Assessment and Mapping

Marco Vizzari; Sara Antognelli; Mariano Pauselli; Paolo Benincasa; Michela Farneselli; Luciano Morbidini; Piero Borghi; Giacomo Bodo; Alessandra Santucci

The EU “Water†Directive establishes a common European framework for the environmental protection of inland, coastal and marine waters. One of the major environmental concerns about water quality is certainly the N loads from agro-livestock systems. In this study, carried out in Umbria region, Italy, a novel spatial database for a multi-scale and multi-level analysis was designed and implemented integrating different agricultural and livestock farming datasets related to agro-livestock system. This database allows the calculation of different descriptive indicators about agricultural and livestock farming systems at different scales of investigation (NVZ, sub-basins, bodies of ground water, cadastral sheets, municipalities, provinces, entire region). Moreover, three relevant spatial indicators (potential nitrogen crop supply, potential nitrogen availability from livestock manure, and total potential nitrogen loads) were calculated applying an assessment model developed in the study. All this information appears very significant to support decision making at the various administrative levels and to pursue the environmental objectives established by EU and national regulations.


international conference on computational science and its applications | 2015

Potential Nitrogen Load from Crop-Livestock Systems: An Agri-environmental Spatial Database for a Multi-scale Assessment

Marco Vizzari; Alessandra Santucci; Luca Casagrande; Mariano Pauselli; Paolo Benincasa; Michela Farneselli; Sara Antognelli; Luciano Morbidini; Piero Borghi; Giacomo Bodo

The EU “Water” Directive establishes a common European framework for the environmental protection of inland, coastal and marine waters. Environmental pressures related to agri-livestock systems are still a major concern among the general public and policy makers. In this study, carried out in Umbria region, Italy, a novel spatial database for a multi-scale analysis was designed and implemented integrating different agricultural and livestock farming datasets. Beyond descriptive indicators about agricultural and livestock farming systems, this database allows to assess, at different geographic levels of investigation (cadastral sheets, municipalities, provinces, entire region, Nitrogen Vulnerable Zones, bodies of groundwater, sub-basins), the potential nitrogen crop supply, the potential nitrogen availability from livestock manure, and, by means of a scenario analysis, the total potential nitrogen load. These indicators appear to be very relevant to support decision making and to pursue the environmental objectives established by EU and national regulations.


Lecture Notes in Computer Science | 2015

Potential Nitrogen Load from Crop-livestock Systems: an Agri-environmental Spatial Database for a Multi-scale Assessment

Marco Vizzari; Alessandra Santucci; Luca Casagrande; Mariano Pauselli; Paolo Benincasa; Michela Farneselli; Sara Antognelli; Luciano Morbidini; Piero Borghi; Giacomo Bodo

The EU “Water” Directive establishes a common European framework for the environmental protection of inland, coastal and marine waters. Environmental pressures related to agri-livestock systems are still a major concern among the general public and policy makers. In this study, carried out in Umbria region, Italy, a novel spatial database for a multi-scale analysis was designed and implemented integrating different agricultural and livestock farming datasets. Beyond descriptive indicators about agricultural and livestock farming systems, this database allows to assess, at different geographic levels of investigation (cadastral sheets, municipalities, provinces, entire region, Nitrogen Vulnerable Zones, bodies of groundwater, sub-basins), the potential nitrogen crop supply, the potential nitrogen availability from livestock manure, and, by means of a scenario analysis, the total potential nitrogen load. These indicators appear to be very relevant to support decision making and to pursue the environmental objectives established by EU and national regulations.


European Journal of Agronomy | 2014

Barley–hairy vetch mixture as cover crop for green manuring and the mitigation of N leaching risk

Giacomo Tosti; Paolo Benincasa; Michela Farneselli; Francesco Tei; Marcello Guiducci

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