Benefits and trade-offs of legume-led crop rotations on crop performance and soil erosion at various scales in SW Kenya

Soil erosion and land fragmentation threaten agricultural production in large parts of the Western Kenyan Highlands. In Rongo watershed, maizecommon bean intercropping systems, which dominate the agricultural landscape, are vulnerable to soil degradation, especially on long slope lengths where ground and canopy cover provision fail to protect the soil from the disruptive impact of raindrops. The inclusion of soil conservation measures like hedgerows, cover crops or mulch can reduce soil erosion, but compete with crops for space and labour. Knowledge of critical slope length can minimise interventions and tradeoffs. Hence, we evaluated maizecommon bean intercrop (MzBn) regarding runoff, erosion and crop yield in a slope length trial on 20, 60 and 84 m plot lengths, replicated twice on three farms during one rainy season in Rongo, Migori County. Additionally, we investigated systems of MzBn (farmers practice), MzBn with 5 Mg ha-1 Calliandra calothyrsus mulch (Mul), Arachis hypogaea (Gnt), Lablab purpureus (Lab) and Mucuna pruriens (Muc), regarding their impact on infiltration, runoff, soil loss, soil C and N loss during three rainy seasons (long and short rains, LR and SR, 2016, and LR 2017). Measured field data on soil, crop, spatial maps and meteorology were used as input datasets to parameterize and calibrate the LUCIA model. The calibrated and validated model was then used to simulate agronomic management scenarios related to planting date (planting with first rain vs baseline) and vegetation cultivar (short duration crop) to mitigate water stress. Based on the measurements, groundcover was most influential over rainfall intensity (EI30) and plant canopy cover in predicting soil loss. Dense groundcover of Mul at the beginning of the rainy seasons was decisive to significantly (p 5mm) in the topsoil under Mul at the end of SR 2016 significantly (p<0.05) increased infiltration rates (420 mm hr-1) in LR 2017 compared to Lab (200 mm hr-1) and Gnt (240 mm hr-1). Average C and N concentrations in eroded sediments were significantly reduced under Mul (0.74 kg C ha1, 0.07 kg N ha1) during the LR 2016 as compared to MzBn (3.20 kg C ha1, 0.28 kg N ha1) and Gnt (2.54 kg C ha1, 0.23 kg N ha1). Likewise, in SR 2016 Mul showed significantly lowered C and N losses of 3.26 kg C ha1 and 0.27 kg N ha1, respectively, over Lab (9.82 kg C ha1, 0.89 kg N ha1). Soil loss over 84 m slope length was overall significantly higher by magnitudes of 250 and 710% than on 60 and 20 m long plots, respectively, which did not differ significantly among each other (p<0.05). For runoff, 84 m plot length differed significantly from 60 and 20 m, but in the opposite trend as for soil loss. Across all three farms, slope gradient and slope length were the variables with highest explanatory power to predict soil loss. At the individual farm level, under homogeneous slope and texture, slope length and profile curvature were most influential. Considering results of slope length experiments, plot lengths less than 50 m appear to be preferential considering soil loss, sediment load, and soil loss to yield ratio under the given rainfall, soil and slope conditions. Our results call for integrating slope length options and cropping systems for effective soil conservation. We recommend planting Mucuna and Calliandrahedgerows as buffer strips below the critical slope length, and legume cash crops and maize uphill. Such approaches are critical in the backdrop of land fragmentation and labour limitation in the region to sustainably maximise land area. In the modelling exercise, crops planted one and three weeks after the baseline planting date increased Maize and Muc grain yield over the baseline during the three cropping seasons, the three weeks treatment in particular. This could be due to more favourable weather conditions during the shifted vegetation period. Increased grain yield corresponded to high water use efficiency (WUE). The short duration crop planted three weeks after the baseline planting date (PD3WL+SDC10) showed the highest grain yield after PD3WL (three weeks late plaing with BL variety). The use of cultivars with short growth cycle offers the flexibility of planting again where crops failed due to crop water stress or where the rains delay, ensuring completion of the growth cycle before the season ends. Given that short growth duration crops produce less grain yield compared to their counterpart full season crops, due to the length of their cycles, breeding programs must prioritize traits that can enhance the size of the grain-filling sink. At the plot level, management systems that reduce evaporation and retain soil moisture, e.g. mulching, application of farmyard manure etc., must be promoted to reduce evapotranspiration.Bodenerosion und Kleinteiligkeit von Betriebsflächen bedrohen die landwirtschaftliche Produktion in weiten Teilen des westkenianischen Hochlands. Im untersuchten Wassereinzugsgebiet von Rongo sind die weit verbreiteten Mais-Bohne-Mischkkultursysteme gefährdet durch Bodendegradierung. Dies ist vor allem auf langen Hängen und dort der Fall, wo der Oberboden nicht durch entsprechende Bodenbedeckung vor Schlagregen geschützt ist. Bodenschutzmaßnahmen wie Hecken, Bodendecker oder Mulch können das Ausmaß von Bodenerosion verringern, konkurrieren aber oft mit der Hauptkultur um Raum bzw. Arbeitskraft. Der gezielte Einsatz solcher Interventionen ausschliesslich in Bereichen kritischer Hangpositionen kann solcherlei Aufwand und Konkurrenzeffekte minimieren. In diesem Zusammenhang wurden in der hier vorgestellten Studie Mais-Bohne-Mischkulturen (MzBn) während einer Anbausaison auf drei unterschiedlichen Hanglängen (20, 60 und 84 m) mit jeweils zwei Wiederholungen auf drei Betrieben in Rongo, Migori County, hinsichtlich Oberflächenabfluss, Erosion und Ertrag verglichen. Zudem wurden MzBn, MzBn mit 5 Mg ha-1 Calliandra calothyrsus Mulch (Mul), Arachis hypogaea (Gnt), Lablab purpureus (Lab) und Mucuna pruriens (Muc) hinsichtlich Infiltration, Oberflächenabfluss, Erosion, organischem Boden-C und Gesamt-Boden-N während dreier Anbauperioden (lange und kurze Regenzeit 2016 und lange Regenzeit 2017) verglichen. Gemessene Boden- und Pflanzenparameter sowie Boden-, Landnutzungskarten und ein digitales Höhenmodell wurden nebst tagesgenauen Wetterdaten als Eingaben für das Lucia (Land Use Change Impact Assessment)-Modell verwendet. Mit dem kalibrierten und validierten Modell wurden dann Szenarien zum Wasserstressmanagement mit Fokus auf Aussaatzeitpunkten und Sortenwahl (verschiedene Vegetationsdauer) getetstet. Die Auswertung der Feldversuche zeigte, dass der Grad der Bodenbedeckung (durch Biomasse, Mulch und Streu) stärkeren Einfluss auf Bodenabtrag hatte als Regenintensität (EI30) und Bodenbedeckung des Blätterdachs allein. Die dichte Bodenbedeckung durch Calliandramulch in Mul zu Beginn der Saison war dabei entscheidend für signifikant geringeren Oberflächenabfluss (88, 87 und 84% niedriger als in MzBn, Lab und Gnt) und Bodenabtrag (66 und 65% niedriger als in Gnt und Lab). Der hohe Anteil großer Bodenaggregate > 5mm im Oberboden zum Ende der kurzen Regenzeit (SR) 2016 stand in Zusammenhang mit im Vergleich zu Lab (200 mm hr-1) and Gnt (240 mm hr-1) signifikant erhöhten Infiltrationsraten unter Mul (420mm h-1) in der langen Regenzeit (LR) 2017. Durchschnittliche C- und N-Konzentrationen in Sedimenten waren in der LR 2016 unter Mul (0.74 kg C ha1, 0.07 kg N ha1) signifikant niedriger als unter MzBn (3.20 kg C ha1, 0.28 kg N ha1) und Gnt (2.54 kg C ha1, 0.23 kg N ha1). Ebenso waren in der SR 2016 C- und N-Verluste deutlich geringer als unter Lab (3.26 kg C ha1 und 0.27 kg N ha1 im Vergleich zu 9.82 kg C ha1 und 0.89 kg N ha1). Bodenabtrag bei 84 m Hanglänge war 250 bzw. 710% höher als auf den 60 und 20 m Anlagen, wobei sich letztere statistisch (p<0.05) nicht unterschieden. Hinsichtlich Oberflächenabfluss unterschieden sich die Hanglängen ebenfalls statistisch, aber in entgegengesetzter Richtung. Im Vergleich der Flächen auf allen drei Betrieben waren Hangneigung und länge die statistisch einflussreichsten Faktoren bezüglich Bodenabtrag. Auf den einzelnen Betrieben, d.h. bei gleich Hangneigung und Bodenart, waren Hanglänge und Hangform ausschlaggebend. Als Ergebnis der Hanglängenversuche erwies sich eine Länge von 50 m unter den gegebenen Wetter-, Boden- und Geländebedingungen als kritisch bzgl. Erosion, Sedimentmengen und dem Verhältnis von Erosion zu Ertrag. Die Ergebnisse dieser Studie legen nahe, dass effektiver Bodenschutz vor allem durch die Integration von Hanglänge und Anbausystem (Pflanzenwahl) erreicht werden kann. Es wird empfohlen Calliandra-Hecken mit Mucuna-Unterpflanzung als Pufferzonen in Streifen unterhalb der kritischen Hanglänge anzulegen sowie Körnerleguminosen und Mais als cash crops oberhalb. Durch diesen Ansatz kann vor dem Hintergrund der Landfragmentierung und Knappheit an Arbeitskraft in der Untersuchungsregion die nutzbare Landfläche nachhaltig optimiert werden. Der Modellierungsteil dieser Studie zeigte, dass Erträge bei einer und besonders bei drei Wochen späterem Aussaatzeitpunkt im Vergleich zum lokal üblichen Termin während aller drei Anbauperioden zu höheren Kornerträgen führte. Grund hierfür könnten günstigere Wetterbedingungen während der somit verschobenen Vegetationsperiode sein. Die höheren Erträge gingen einher mit effizienterer Wassernutzung der Pflanzen. Eine Sorte mit verkürzter Vegetationsperiode, drei Wochen nach dem üblichen Termin gepflanzt (PD3WL+SDC10), erzielte die höchsten Erträge. Sorten kürzerer Vegetationsdauer bieten allgemein höhere Flexibilität in Fällen spät einsetzender Regenfälle oder von Pflanzenmortalität, da auch bei wiederholter Aussaat die Regenzeit noch hinreichend genutzt werden kann. Angesichts der niedrigereren Ertragbildung während verkürzter Vegetationsdauer sollte ein höherer Kornanteil prioritäres Zuchtziel für zukünftige Sorten sein. Auf der Seite der Landwirte bedeutet dies, dass vermehrt Anbausysteme, die Evaporation verringern und Bodenfeuchte konservieren (z.B. Mulchen, Mistgaben), zur Anwendung kommen sollten

Big Data Evaluation Scorecard

This study seeks to examine the evolution of issues that have been espoused by both junior and senior scholars to aggregate out of literature, a criterion that can guide firms in evaluating their Big data analytic (BDA) projects. The systematic review approach took stock of varied socio-technical understanding, requirements, and capabilities used in addressing Big data issues and synthesized these issues for value accruals. The study strongly argues that Big data benefits accrue to firms whose economic activities require distributed collaborative effort, operational visibilities, cost, and time-sensitive decisions who adopt and implement the concept in their strategic, tactical, and operational levels. Though the trend shows steady growth in scholars’ interests and expectations in BDA, a significant percentage of the reviewed studies were not informed by any theory. The study contributes to BDA literature by affording scholars issue gaps and for practitioners, an analytical competency and evaluation scorecard that links strategic business goals to operational outcomes

Re–examining Bhagwati hypothesis: the case of some selected countries in Sub-Saharan Africa

Bhagwati hypothesis opines that the overall impact of foreign direct investment (FDI) on economic growth is conditioned on countries’ level of integration with the international market. We test this hypothesis for some selected countries in sub-Saharan Africa (SSA). Does this hypothesis hold given our sample evidence? Yes! No! Maybe! We explain why. By invoking the sample splitting and threshold estimation technique, we find that the two measures of openness (trade openness and exports) mediate the FDI-economic growth relationship in three countries and this is an indication of complete Bhagwati hypothesis in these countries. Also, we find that, given the measure of openness, four countries exhibit incomplete Bhagwati hypothesis. Finally, we find no support for the Bhagwati hypothesis for most countries. Based on these findings, we argue that the validity of the Bhagwati hypothesis may be contingent on both country characteristics and the indicator of openness

Financial sector development convergence in Africa: Evidence from bank- and market-based measures

In this paper, we employ data from 46 African countries over the period 1980–2014 to examine financial sector development convergence, using bank- and market-based measures of financial development. Within the framework of the generalized method of moments (GMM), we present evidence that both the bank– and market–based financial sector development in Africa diverge over time. However, we find strong evidence of financial development divergence when using bank-based financial sector development indicators whereas this evidence is weaker for market-based indicators. Given the divergence in the level of finance, the gap between countries with underdeveloped and well–developed financial markets will continue to widen as financially less developed countries do not appear to catch-up with the financially more developed economies

Assessment of Greenhouse Gas Emissions from Different Land-Use Systems: A Case Study of CO2 in the Southern Zone of Ghana

The emission of greenhouse gases (GHGs) results in global warming and climate change. The extent to which developing countries contribute to GHG emissions is not well known. This study reports findings on the effects of different land-use systems on GHG emissions (CO2 in this case) from two locations in the southern zone of Ghana, West Africa. Site one (located at Kpong) contained a heavy clay soil while site two (located at Legon) contained a light-textured sandy soil. Land-use systems include cattle kraals, natural forests, cultivated maize fields, and rice paddy fields at site one, and natural forest, woodlots, and cultivated soya bean fields at site two. CO2 emissions were measured using the gas entrapment method (PVC chambers). Trapping solutions were changed every 12–48 h and measurement lasted 9 to 15 days depending on the site. We found that, for the same land-use, CO2 emissions were higher on the clay soil (Kpong) than the sandy soil (Legon). In the clay soil environment, the highest average CO2 emission was observed from the cattle kraal (256.7 mg·m−2·h−1), followed by the forest (146.0 mg·m−2·h−1) and rice paddy (140.6 mg·m−2·h−1) field. The lowest average emission was observed for maize cropped land (112.0 mg·m−2·h−1). In the sandy soil environment, the highest average CO2 emission was observed from soya cropped land (52.5 mg·m−2·h−1), followed by the forest (47.4 mg·m−2·h−1) and woodlot (33.7 mg·m−2·h−1). Several factors influenced CO2 emissions from the different land-use systems. These include the inherent properties of the soils such as texture, temperature, and moisture content, which influenced CO2 production through their effect on soil microbial activity and root respiration. Practices that reduce CO2 emissions are likely to promote carbon sequestration, which will consequently maintain or increase crop productivity and thereby improve global or regional food security

Assessment of Greenhouse Gas Emissions from Different Land-Use Systems: A Case Study of CO2 in the Southern Zone of Ghana

The emission of greenhouse gases (GHGs) results in global warming and climate change. The extent to which developing countries contribute to GHG emissions is not well known. This study reports findings on the effects of different land-use systems on GHG emissions (CO2 in this case) from two locations in the southern zone of Ghana, West Africa. Site one (located at Kpong) contained a heavy clay soil while site two (located at Legon) contained a light-textured sandy soil. Land-use systems include cattle kraals, natural forests, cultivated maize fields, and rice paddy fields at site one, and natural forest, woodlots, and cultivated soya bean fields at site two. CO2 emissions were measured using the gas entrapment method (PVC chambers). Trapping solutions were changed every 12–48 h and measurement lasted 9 to 15 days depending on the site. We found that, for the same land-use, CO2 emissions were higher on the clay soil (Kpong) than the sandy soil (Legon). In the clay soil environment, the highest average CO2 emission was observed from the cattle kraal (256.7 mg·m−2·h−1), followed by the forest (146.0 mg·m−2·h−1) and rice paddy (140.6 mg·m−2·h−1) field. The lowest average emission was observed for maize cropped land (112.0 mg·m−2·h−1). In the sandy soil environment, the highest average CO2 emission was observed from soya cropped land (52.5 mg·m−2·h−1), followed by the forest (47.4 mg·m−2·h−1) and woodlot (33.7 mg·m−2·h−1). Several factors influenced CO2 emissions from the different land-use systems. These include the inherent properties of the soils such as texture, temperature, and moisture content, which influenced CO2 production through their effect on soil microbial activity and root respiration. Practices that reduce CO2 emissions are likely to promote carbon sequestration, which will consequently maintain or increase crop productivity and thereby improve global or regional food security

Adaptation of the Wound Healing Questionnaire universal-reporter outcome measure for use in global surgery trials (TALON-1 study): mixed-methods study and Rasch analysis

BackgroundThe Bluebelle Wound Healing Questionnaire (WHQ) is a universal-reporter outcome measure developed in the UK for remote detection of surgical-site infection after abdominal surgery. This study aimed to explore cross-cultural equivalence, acceptability, and content validity of the WHQ for use across low- and middle-income countries, and to make recommendations for its adaptation.MethodsThis was a mixed-methods study within a trial (SWAT) embedded in an international randomized trial, conducted according to best practice guidelines, and co-produced with community and patient partners (TALON-1). Structured interviews and focus groups were used to gather data regarding cross-cultural, cross-contextual equivalence of the individual items and scale, and conduct a translatability assessment. Translation was completed into five languages in accordance with Mapi recommendations. Next, data from a prospective cohort (SWAT) were interpreted using Rasch analysis to explore scaling and measurement properties of the WHQ. Finally, qualitative and quantitative data were triangulated using a modified, exploratory, instrumental design model.ResultsIn the qualitative phase, 10 structured interviews and six focus groups took place with a total of 47 investigators across six countries. Themes related to comprehension, response mapping, retrieval, and judgement were identified with rich cross-cultural insights. In the quantitative phase, an exploratory Rasch model was fitted to data from 537 patients (369 excluding extremes). Owing to the number of extreme (floor) values, the overall level of power was low. The single WHQ scale satisfied tests of unidimensionality, indicating validity of the ordinal total WHQ score. There was significant overall model misfit of five items (5, 9, 14, 15, 16) and local dependency in 11 item pairs. The person separation index was estimated as 0.48 suggesting weak discrimination between classes, whereas Cronbach's α was high at 0.86. Triangulation of qualitative data with the Rasch analysis supported recommendations for cross-cultural adaptation of the WHQ items 1 (redness), 3 (clear fluid), 7 (deep wound opening), 10 (pain), 11 (fever), 15 (antibiotics), 16 (debridement), 18 (drainage), and 19 (reoperation). Changes to three item response categories (1, not at all; 2, a little; 3, a lot) were adopted for symptom items 1 to 10, and two categories (0, no; 1, yes) for item 11 (fever).ConclusionThis study made recommendations for cross-cultural adaptation of the WHQ for use in global surgical research and practice, using co-produced mixed-methods data from three continents. Translations are now available for implementation into remote wound assessment pathways