Abstract
Crop productivity is limited by low levels of potassium (K), a problem that could be reduced in diversified production systems, especially when spatial variability is considered in agronomic management. The K status of sandy loam soil treated with silicatic–K rock dust (remineralizer–K), under functional diversity and its impact on spatial variability and productivity of soybean and cotton was investigated in the Cerrado biome of Mato Grosso State, Brazil. Quantification of soil for K availability (K–available), potentially available (Kp–available), not available (Kn–available) and total (total K) was performed, as well as the characterization of the remineralizer–K and soil mineralogy. The crop productivity was measured under the functional diversities: (1) very low (VL), (2) low (LW), (3) medium (AVG), (4) medium–long term (AVL) and (5) high (Integrated Crop Livestock System– ICLS). The K balance was accounted from K inputs/outputs in the systems. The levels of total K (6710–8210 mg kg–1), Kn–disp (6419–8107 mg dm–3), Kp–disp (83–291 mg dm–3) were not significantly influenced by the increase in functional diversity. There was a reduction of up to 70% in the K-available with increasing diversity, but the positive K balance in ICLS meant gains in soybean yield (+ 27%) and cotton (+ 156%) as compared to the VL. K showed spatial variability, with K-available being more affected by management. The results indicate that K cycling increases with functional diversity, but not enough to alter the total K reserve during the time span of the experiment. The soybeans and cotton crops represented 46% of the total K exported in ICLS, while animal grazing exported only 0.1%. Therefore, ICLS enables efficient K management and improvements in crop productivity in sandy loam soil.
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The data that support the findings of this study are available from the corresponding author, L.S.S., upon reasonable request.
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References
Almeida TF, Carvalho JK, Reid E, Martins AP, Bissani CA, Bortoluzzi EC, Brunetto G, Anghinoni I, Carvalho PCF (2021) Forms and balance of soil potassium from a long-term integrated crop-livestock system in a subtropical Oxisol. Soil Tillage Res 207:104864. https://doi.org/10.1016/j.still.2020.104864
Alovisi AMT, Rodrigues RB, Alovisi AA, Tebar MM, Villalba LA, Muglia GRP, Soares MSP, Tokura LK, Cassol CJ, Silva RS, Tokura WI, Gning A, Kai PM (2021a) Uso do pó De Rocha basáltica como fertilizante alternativo na cultura da soja. Res Soc Dev 10:e33710615599. https://doi.org/10.33448/rsd-v10i6.15599(Portuguese)
Alovisi AMT, Taques MM, Alovisi AA, Tokura LK, Silva JAM, Cassol CJ (2021a) Rochagem como alternativa sustentável para a fertilização de solos. Revista Gestão Sustentabilidade Ambiental 9:918–932. https://doi.org/10.19177/rgsa.v9e02020918-932(Portuguese)
Alvares CA, Stape JL, Sentelhas PC, Gonçalves JDM, Sparovek G (2013) Köppen’s climate classification map for Brazil. Meteorol. Zeitschrift 22:711–728. https://doi.org/10.1127/0941-2948/2013/0507
Alves MJF, Melo V, de Reissmann F, Kaseker CB JF (2013) Reserva mineral de potássio em latossolo cultivado com Pinus taeda L. Rev Bras Cienc Solo 37. https://doi.org/10.1590/S0100-06832013000600016(Portuguese)
Alves LA, Denardin LG, de Martins O, Anghinoni AP, Carvalho I, Tiecher PCF T (2019) Soil acidification and P, K, ca and mg budget as affected by sheep grazing and crop rotation in a long-term integrated crop-livestock system in southern Brazil. Geoderma 351:197–208. https://doi.org/10.1016/j.geoderma.2019.04.036
Alves LA, De Denardin LGO, Farias GD, Flores JPM, Filippi D, Bremm C, Carvalho PCF, Martins AP, Gatiboni LC, Tiecher T (2022) Fertilization strategies and liming in no-till integrated crop–livestock systems: effects on phosphorus and potassium use efficiency. Rev Bras Cienc Solo 6:46. https://doi.org/10.36783/18069657rbcs20210125
Ambus JV, Awe GO, Carvalho PCF, Reichert JM (2023) Integrated crop-livestock systems in lowlands with rice cultivation improve root environment and maintain soil structure and functioning. Soil Tillage res 227:105592. https://doi.org/10.1016/j.still.2022.105592
American Mineralogist (2017) American Mineralogist Crystal Structure Database. http://rruff.geo.arizona.edu/AMS/amcsd.php. Accessed 5 April 2023
Anguria P, Chemining’wa GN, Onwonga RN, Ugen MA (2017) Decomposition and nutrient release of selected cereal and legume crop residues. J Agric Sci 9:108–119. https://doi.org/10.5539/jas.v9n6p108
Arnuti F, Denardin LGDO, Nunes PADA, Alves L, Cecagno D, Assis J, Schaidhauer WS, Anghinoni I, Chabbi A, Carvalho PCF (2021) Sheep dung composition and phosphorus and potassium release affected by grazing intensity and pasture development stage in an integrated crop-livestock system. Agronomy 10:1162. https://doi.org/10.3390/agronomy10081162
Assmann JM, Martins AP, Anghinoni I, Denardin LGO, Nichel GH, Costa SEVGA, Franzluebbers AJ (2017) Phosphorus and potassium cycling in a long-term no-till integrated soybean–beef cattle production system under different grazing intensities in subtropics. Nutr Cycl Agroecosystems 108:21–33
Barboza ES, Santos AC, Pinho FEC, Fernandes CJ, Geraldes MC (2018) Paraguay Belt lithostratigraphic and tectonic characterization: implications in the evolution of the orogen (Mato Grosso-Brazil). J Sediment Environ 3:54–73. https://doi.org/10.12957/jse.2018.34219
Basak BB, Sarkar B, Naidu R (2021) Environmentally safe release of plant available potassium and micronutrients from organically amended rock mineral powder. Environ Geochem Health 43:3273–3286. https://doi.org/10.1007/s10653-020-00677-1
Bell MJ, Ransom MD, Thompson ML, Hinsinger P, Florence AM, Moody PW, Guppy CN (2021) Considering soil potassium pools with dissimilar plant availability. In: Murrell TS, Mikkelsen RL, Sulewski G, Norton R, Thompson ML (eds) Improving potassium recommendations for agricultural crops. Springer, Cham, pp 163–190
Blanchet G, Libohova Z, Joost S, Rossier N, Schneider A, Jeangros B, Sinaj S (2017) Spatial variability of potassium in agricultural soils of the canton of Fribourg, Switzerland. Geoderma 290:107–121. https://doi.org/10.1016/j.geoderma.2016.12.002
Borin ALDC, Ferreira AC, de Sofiatti B, Carvalho V, Moraes MDCS MCG (2017) Produtividade do algodoeiro adensado em segunda safra em resposta à adubação Nitrogenada E potássica. Rev Ceres 64:622–630. https://doi.org/10.1590/0034-737X201764060009(Portuguese)
Brasil (2016) Instrução Normativa nº 5, de 10 de março de 2016. Ministério da Agricultura, Pecuária e Abastecimento (MAPA). https://www.gov.br/agricultura/pt-br/assuntos/insumos-agropecuarios/insumos-agricolas/fertilizantes/legislacao/in-5-de-10-3-16-remineralizadores-e-substratos-para-plantas.pdf Accessed 25 Jan 2024 (Portuguese)
Burrough PA, McDonnell RA (2000) Principles of geographical information systems 2. ed. Oxford University Press, Oxford, p 333
Camargo TA, Denardin OLG, Pacheco LP, Pires GC, Gonçalves EC, Franco AJ, Carneiro MAC, Souza ED (2022) Plant diversity and cattle grazing affecting soil and crop yield in tropical sandy soils. Arch Agron Soil Sci 69:2053–2064. https://doi.org/10.1080/03650340.2022.2134564
Cambardella CA, Moorman TB, Novak JM, Parkin TB, Karlen DL, Turco RF, Konopka AE (1994) Field-scale variability of Soil properties in Central Iowa soils. Soil Sci Soc Am J 58:1501–1511. https://doi.org/10.2136/sssaj1994.03615995005800050033x
Chatterjee S, Santra P, Majumdar K, Ghosh D, Das I, Sanyal SK (2015) Geostatistical approach for management of soil nutrients with special emphasis on different forms of potassium considering their spatial variation in intensive cropping system of West Bengal, India. Environ Monit Assess 187:1–17. https://doi.org/10.1007/s10661-015-4414-9
Chaves E (2014) Liberação de potássio e alteração mineralógica em Argissolos subtropicais [master’s thesis]. Universidade de Santa Maria: Federal University of Santa Maria. (Portuguese)
Ciceri D, Allanore A (2019) Local fertilizers to achieve food self-sufficiency in Africa. Sci Total Environ 648:669–680. https://doi.org/10.1016/j.scitotenv.2018.08.154
Conab (2020a) Companhia nacional de abastecimento. Conab. Boletim da Safra de Grãos. 8º Levantamento - Safra 2021/22. https://www.conab.gov.br/info-agro/safras/graos/boletim-da-safra-de-graos?start=10. Accessed 11 April 2023. (Portuguese)
Conab (2020b) Companhia nacional de abastecimento. Conab. Boletim da Safra de Grãos. 12º Levantamento - Safra 2019/20. https://www.conab.gov.br/info-agro/safras/graos/boletim-da-safra-de-graos?start=30. Accessed 11 April 2023. (Portuguese)
Davi JEA, Nogueira BKA, Gasques LR, Dalla Côrt AS, Camargo TAD, Pacheco LP, Silva LS, Souza ED (2022) Diversified production systems in sandy soils of the Brazilian Cerrado: nutrient dynamics and soybean productivity. J Plant Nutr 46:1650–1667. https://doi.org/10.1080/01904167.2022.2093744
Diniz SF, Bastos FOM, Lima RHC, Jimenez-Rueda JR (2007) Fontes De potássio não trocável e potássio total em quatro solos do Estado do Ceará. Geociencias 26:379–386 (Portuguese)
Duarte LM, Xavier LV, Rossati KF, Oliveira VAD, Schimicoscki RS, Ávila Neto CND, Mendes GDO (2021) Potassium extraction from the silicate rock verdete using organic acids. Sci Agric 79:e20200164. https://doi.org/10.1590/1678-992x-2020-0164
Echer FR, Peres VJS, Rosolem CA (2020) Potassium application to the cover crop prior to cotton planting as a fertilization strategy in sandy soils. Sci Rep 10:20404. https://doi.org/10.1038/s41598-020-77354-x
Embrapa (2011) Empresa Brasileira de Pesquisa Agropecuária. Embrapa. Manual de métodos de análise de solo. Rio de Janeiro. (Portuguese)
Embrapa (2013) Empresa Brasileira de Pesquisa Agropecuária. Embrapa. Fast-K. Metodologia para determinação da concentração foliar de potássio (K) em condições de campo na cultura da soja: https://www.embrapa.br/soja/fastk/adubacaopotassica#:~:text=Estudos%20desenvolvidos%20pela%20Embrapa%20Soja,exportados%20das%20lavouras%20pelos%20gr%C3%A3os. Accessed 26 August 2022. (Portuguese)
Embrapa (2021) Empresa Brasileira de Pesquisa Agropecuária. Embrapa. Adubação potássica. https://www.embrapa.br/en/soja/fast-k/adubacao-potassica. Accessed 10 April 2023. (Portuguese)
Farias GD, Dubeux JCB, Savian JV, Duarte LP, Martins AP, Tiecher T, Alves LA, Carvalho PCF, Bremm C (2020) Integrated crop-livestock system with system fertilization approach improves food production and resource-use efficiency in agricultural lands. Agron Sustain Dev 40:39. https://doi.org/10.1007/s13593-020-00643-2
Ferreira EV, de O, Anghinoni I, Carvalho PCF, Costa SEVGA, Cao EG (2009) Concentração do potássio do solo em sistema de integração lavoura-pecuária em plantio direto submetido a intensidades de pastejo. Rev Bras Cienc Solo 33:1675–1684. https://doi.org/10.1590/s0100-06832009000600016(Portuguese)
Flores JPM, Alves LA, Denardin LGO, Martins AP, Bortoluzzi EC, Inda AV, Carvalho PCF, Tiecher T (2021) Soil K forms and K budget in integrated crop-livestock systems in subtropical paddy fields. Soil Tillage Res 213:105070. https://doi.org/10.1016/j.still.2021.105070
Franco A, de Silva J, Souza APV, Oliveira ABS, Batista RL, Souza ÉR, Silva ED, Carneiro AO MAC (2020) Plant diversity in integrated crop-livestock systems increases the soil enzymatic activity in the short term. Pesqui Agropecu Trop 50:e64026. https://doi.org/10.1590/1983-40632020V5064026
Gee GW, Bauder W (1986) Particle-size analysis. In: BLACK CA (ed) Methods of soil analysis, part 1. Madison American Society of Agronomy. (Agronomy, 9).
Goulding K, Murrell TS, Mikkelsen RL, Rosolem C, Johnston J, Wang H, Alfaro MA (2020) Outputs: potassium losses from agricultural systems. In: Murrell TS, Mikkelsen RL, Sulewski G, Norton R, Thompson ML (eds) Improving potassium recommendations for agricultural crops. Springer, Cham
Hair JF, Anderson RE, Tatham RL, Black WC (2009) Multivariate data analysis. Prentice Hall, Upper Saddle River
Haynes RJ, Williams PH (1993) Nutrient Cycling and Soil Fertility in the grazed pasture ecosystem. Adv Agron 49:119–199. https://doi.org/10.1016/S0065-2113(08)60794-4
Imaya A, Yoshinaga S, Inagaki Y, Tanaka N, Ohta S (2010) Volcanic ash additions control soil carbon accumulation in brown forest soils in Japan. Soil Sci Plant Nutr 56:734–744. https://doi.org/10.1111/j.1747-0765.2010.00508.x
Jeffers JNR (1978) An introduction to system analysis: with ecological applications. Edward Arnold, London
Kämpf N, Schwertmann U (1982) Goethite and hematite in a climosequence in southern Brazil and their application in classification of kaolinitic soils. Geoderma 29:27–39. https://doi.org/10.1016/0016-7061(83)90028-9
Kozak M, Pudełko R (2021) Impact assessment of the long-term fallowed land on agricultural soils and the possibility of their return to agriculture. Agriculture 11:148. https://doi.org/10.3390/agriculture11020148
Krahl LL, Marchi G, Paz SPA, Angélica RS, Sousa-Silva JC, Valadares LF, Martins ÉDS (2022) Increase in cation exchange capacity by the action of maize rhizosphere on mg or fe biotite-rich rocks. Pesqui Agropecu Trop 52:e72376. https://doi.org/10.1590/1983-40632022v5272376(Portuguese)
Lange M, Roth VN, Eisenhauer N, Roscher C, Dittmar T, Fischer-Bedtke C, Macé OG, Hildebrant A, Milcu A, Mommer L, Oram NJ, Ravenek J, Scheu S, Scmid B, Strecker T, Wagg C, Weigelt A, Gleixner G (2020) Plant diversity enhances production and downward transport of biodegradable dissolved organic matter. J Ecol 109:1284–1297. https://doi.org/10.1111/1365-2745.13556
Laroca JV, dos Souza S, Pires JMA, Pires GC, Pacheco GJC, Silva LP, Wruck FD, Carneiro FJ, Silva MAC, Souza LS ED (2018) Soil quality and soybean productivity in crop-livestock integrated system in no-tillage. Pesqui Agropecu Bras 53:1248–1258. https://doi.org/10.1590/s0100-204x2018001100007
Linquist BA, Campbell JC, Southard RJ (2022) Assessment of potassium soil balances and availability in high yielding rice systems. Nutr Cycl Agroecosyst 122:255–271. https://doi.org/10.1007/s10705-022-10200-w
Lopes GHL, Vilar CC, Ushiwata SY, Reis RDGE, Silva SD, Tafarel AH (2018) Produção De Urochloa brizantha cv. Marandu submetida à adubação potássica de estabelecimento. Revista Campo Digital 13– 1. (Portuguese)
López-Mársico L, Altesor A, Oyarzabal M, Baldassini P, Paruelo JM (2015) Grazing increases below-ground biomass and net primary production in a temperate grassland. Plant Soil 392:155–162. https://doi.org/10.1007/s11104-015-2452-2
Machado RV, Andrade FV, Passos RR, Ribeiro RCDC, Mendonça ES, Mesquita LF (2016) Characterization of ornamental rock residue and potassium liberation via organic acid application. Rev Bras Cienc Solo 40. https://doi.org/10.1590/18069657rbcs20150153
Martins EDS, Martins E, Hardoim PR (2023) Princípios geoquímicos, mineralógicos e biológicos do manejo de remineralizadores de solos. Remineralizadores E Fertilidade do solo 321:26–39 Embrapa Cerrados-Artigo em periódico indexado (ALICE). (Portuguese)
Mascarenhas HAA, Tanaka RT (1997) Soja. In: Raij BV, Cantarela H, Quaggio JA, Furlani AMC (eds.) Recomenda??es de aduba??o e calagem para o Estado de S?o Paulo, 2? ed. Funda??o IAC, Campinas, pp 285. (Portuguese)
Mehra JP, Jackson ML (1960) Iron oxides removal from soils and clays by a dithionitecitrate-bicarbonate system buffered with bicarbonate sodium. Clays Clay Min 7:317–327
Melo VF, Schaefer CEGR, Novais RF, Singh B, Fontes MPF (2002) Potassium and magnesium in clay minerals of some Brazilian soils as indicated by a sequential extraction procedure. Commun Soil Sci Plant Anal 33:2203–2225. https://doi.org/10.1081/CSS-120005757
Meurer EJ, Tiecher T, Mattiello L Potássio. In: Fernandes MS, Souza S R, Santos L A Nutrição mineral de plantas. 2SBCS, Viçosa (2018) MG pp. 429–464. (Portuguese)
Moterle DF, Bortoluzzi EC, Kaminski J, Singh B, Fontes MPF (2019) Does ferralsol clay mineralogy maintain potassium long-term supply to plants? Rev Bras Cienc Solo 43:e0180166. https://doi.org/10.1590/18069657rbcs20180166
Noetzold R, Alves MDC, Goussain Júnior MM, Goussain RDCS (2019) Variabilidade Espacial Da eficiência do uso de potássio e fósforo na cultura da soja. Eng Agric 27:529–541. https://doi.org/10.13083/reveng.v27i6.931(Portuguese)
Norrish K, Taylor RM (1961) The isomorphous replacement of iron by aluminium in soil goethites. J Soil Sci 12:294–306. https://doi.org/10.1111/j.1365-2389.1961.tb00919.x
Pires GC, Denardin LGO, Silva LS, Freitas CM, Gonçalves EC, Camargo TA, Bremm C, Carvalho PCF, Souza ED (2022) System Fertilization increases soybean yield through Soil Quality improvements in Integrated Crop-Livestock System in Tropical soils. J Soil Sci Plant Nutr 22:4487–4495. https://doi.org/10.1007/s42729-022-01050-0
Possignolo-Vitti NV, Bertoncini EI, Vitti AC (2017) Decomposition of the organic matter of natural and concentrated vinasse in sandy and clayey soils. Water Sci Technol 76:728–738. https://doi.org/10.2166/wst.2017.239
Ritchey KD, Sousa DMG, Lobato E (1979) Potássio em solo de cerrado. I. Resposta à adubação potássica. Rev Bras Cienc Solo 3:29–32 (Portuguese)
Roger A, Libohova Z, Rossier N, Joost S, Maltas A, Frossard E, Sinaj S (2014) Spatial variability of soil phosphorus in the Fribourg Canton, Switzerland. Geoderma 217:26–36. https://doi.org/10.1016/j.geoderma.2013.11.001
Rosolem CA, Almeida DS, Rocha KF, Bacco GHM (2017a) Potassium fertilisation with humic acid coated KCl in a sandy clay loam tropical soil. Soil Res 56:244–251. https://doi.org/10.1071/SR17214
Rosolem CA, Steiner F (2017 b) Effects of soil texture and rates of K input on potassium balance in tropical soil. Eur J Soil Sci 68:658–666. https://doi.org/10.1111/ejss.12460
Rosolem CA, Mallarino AP, Nogueira TAR (2021) Considerations for Unharvested Plant Potassium. In: Murrell TS, Mikkelsen RL, Sulewski G, Norton R, Thompson ML (eds) Improving Potassium Recommendations for Agricultural Crops. Springer Cham. https://doi.org/10.1007/978-3-030-59197-7
Rotz CA, Taube F, Russelle MP, Oenema J, Sanderson MA, Wachendorf M (2005) Whole-farm perspectives of nutrient flows in grassland agriculture. Crop Sci 45:2139–2159. https://doi.org/10.2135/cropsci2004.0523
Santos FC, Neves JCL, Novais RF, Alvarez V, VH, Sediyama CS (2008) Modelagem Da recomendação de corretivos e fertilizantes para a cultura da soja. Rev Bras Cienc Solo 32:1661–1674. https://doi.org/10.1590/s0100-06832008000400031(Portuguese)
Santos HG, Jacomine PT, Anjos LHC, Oliveira VA, Lumbreras JF, Coelho MR, Cunha TJF (2018) Brazilian soil classification system. Brasília, DF
Santos LFD, Sodré FF, Martins ÉDS, Figueiredo CCD, Busato JG (2021) Effects of biotite syenite on the nutrient levels and electrical charges in a Brazilian Savanna Ferralsol. https://doi.org/10.1590/1983-40632021v5166691. Pesqui Agropecu Trop 51
Schwambach DA, Cortez JW, Della FDP, Henriques HJR, Donaire LDO (2021) Variability of soybean and corn yield and soil texture in the generation of management zones. Energia na Agricultura 36:335–347. https://doi.org/10.17224/energagric.2021v36n3p335-347
Sekaran U, Kumar S, Luis Gonzalez-Hernandez J (2021) Integration of crop and livestock enhanced soil biochemical properties and microbial community structure. Geoderma 381:114686. https://doi.org/10.1016/j.geoderma.2020.114686
Silva LS, Marques Júnior J, Barrón V, Gomes RP, Teixeira DDB, Siqueira DS, Vasconcelos V (2020) Spatial variability of iron oxides in soils from Brazilian sandstone and basalt. CATENA 185:104258. https://doi.org/10.1016/j.catena.2019.104258
Silva LS, Laroca JV, dos Coelho S, Gonçalves AP, Gomes EC, Pacheco RP, Carvalho LP, Pires PCF, Oliveira GC, Souza RL, Freitas JMA, Cabral CM, Wruck CEA, Souza FJ ED (2022) Does grass-legume intercropping change soil quality and grain yield in integrated crop-livestock systems? Appl Soil Ecol 170:104257. https://doi.org/10.1016/j.apsoil.2021.104257
Singh SK, Reddy VR (2017) Potassium starvation limits soybean growth more than the photosynthetic processes across CO2 levels. Front Plant Sci 8:991. https://doi.org/10.3389/fpls.2017.00991
Soratto RP, Crusciol CAC, Campos MD, Gilabel AP, Costa CHMD, Castro GSA, Ferrari Neto J (2021a) Efficiency and residual effect of alternative potassium sources in grain crops. Pesqui Agropecu Bras 56:e02686. https://doi.org/10.1590/S1678-3921.PAB2021.V56.02686
Soratto RP, Crusciol CAC, Campos MD et al (2021b) Silicate rocks as an alternative potassium fertilizer for upland rice and common bean crops. Pesqui Agropecu Bras 56. https://doi.org/10.1590/S1678-3921.pab2021.v56.01411
Sousa DMG, Lobato E (2004) Cerrado: correção do solo e adubação. Embrapa Informação Tecnológica, Brasília, DF. (Portuguese)
Staff SS (2014) Keys to Soil Taxonomy. Natural Resources Conservation Service, ed. Washington (DC)
Steiner F, Lana MC (2018) Contribution of non-exchangeable K in soils from Southern Brazil under potassium fertilization and successive cropping. Cienc Agron 49:547–557. https://doi.org/10.5935/1806-6690.20180062
Tedesco MJ, Gianello C, Bissiani CA, Bohnen H, Volkweiss SJ (1995) Análise De Solo, Plantas E outros Materiais. Porto Alegre, Universidade Federal do Rio Grande do Sul. (Portuguese)
Usowicz B, Lipiec J (2017) Spatial variability of soil properties and cereal yield in a cultivated field on sandy soil. Soil Tillage Res 174:241–250. https://doi.org/10.1016/j.still.2017.07.015
Vilela L, Martha Junior GB, Sousa DMG (2020) Uso eficiente de corretivos e fertilizantes em pastagens. Embrapa Cerrados-Artigo em periódico indexado (ALICE). (Portuguese)
Wakeel A, Gul M, Sanaullah M (2013) Potassium dynamics in three alluvial soils differing in clay contents. Emir J Food Agric 25:39–44. https://doi.org/10.9755/ejfa.v25i1.15395
Walkley A, Black IA (1934) An examination of the degtjareff method for determining soil organic matter, and a proposed modification of the chromic acid titration method. Soil Sci 37:29–38. https://doi.org/10.1097/00010694-193401000-00003
Warrick AW, Nielsen DR (1980) Spatial variability of soil physical properties in the field. In: Hillel D (ed) Applications of soil physics. Academic, New York, pp 319–344
Williams P (2007) Nutritional composition of red meat. Nutr Dietetics 64:113–119. https://doi.org/10.1111/j.1747-0080.2007.00197.x
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The authors acknowledge the National Council for Scientific and Technological Development (CNPq) for the financial support to carry out this research, approved project n?. 406276/2022-6. We also thank Instituto Mato-grossense do Algodão (IMA) for the concession of the experimental area, and for the support in the conduction of the experiment.
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Nogueira, B.K.A., Silva, L.S., Gasques, L.R. et al. Spatial Variability of Potassium and Agricultural Productivity in Sandy Loam Soil with Rock Dust under Functional Diversity in the Brazilian Cerrado. J Soil Sci Plant Nutr (2024). https://doi.org/10.1007/s42729-024-01766-1
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DOI: https://doi.org/10.1007/s42729-024-01766-1