- Microbial products are now available that utilize bacteria to form mutualistic relationships with plants, resulting in biological nitrogen fixation.
- Field trials show promise for biologicals to increase yield potential, although yield response may not always be observed.
- Yield responses from microbials will be more likely if nitrogen application rates are less than plant requirements or environmental nitrogen loss occurs through leaching, denitrification, runoff, etc.
Nitrogen management is one of the most complex issues farmers deal with on a year-to-year basis. The economically optimal nitrogen rate depends on yield potential, soil type, previous crop, form of nitrogen, timing of application and weather, among other things. Rainfall, for example, can influence both the application timing and extent of soil nitrogen loss after application. Traditionally, monitoring in-season soil nitrogen availability and adding supplemental nitrogen as needed have been key elements for managing the complex soil nitrogen cycle. Newly introduced biological in-furrow and seed treatment products provide new options for managing risk of nitrogen loss as well as a potential method to reduce overall nitrogen rates.
Biologicals for Nitrogen Management
2 companies recently introduced biological products that utilize bacteria to form a mutualistic relationship with the plant, resulting in biological nitrogen fixation. Azotic North America introduced Envita™, a naturally occurring, food-grade bacteria (Gluconacetobacter diazotrophicus). Pivot Bio introduced a microbial product called Pivot Bio PROVEN®. Although both products use biological nitrogen fixation to deliver nitrogen to the plant throughout the growing season, they utilize entirely different bacteria to do so.
Pivot Bio PROVEN is a microbial product that is applied in-furrow at planting. Microbes attach to the outside of developing roots and colonize throughout the growing season. The bacteria then take in nitrogen from the air and produce plant-available ammonia within the roots that is redistributed throughout the plant.
Envita works slightly differently. Their bacteria can be found colonizing both in the roots as well as above ground within individual chloroplast, helping to produce additional chlorophyll in plant leaves. Azotic claims growers can reduce total synthetic nitrogen applied in season due to Envita’s ability to replace 27% of the total nitrogen needed by a corn plant on average. They also claim using Envita in addition to a standard nitrogen fertility program can result in 5-13% corn yield increases.
Pivot Bio states that Pivot Bio PROVEN delivers the equivalent of 25 lbs of synthetic nitrogen per acre. Some of their customers reduce commercial fertilizer rates when using Pivot Bio PROVEN, although the company recommends maintaining normal nitrogen rates and adding Pivot Bio PROVEN to improve nutrient efficiency. The potential value of application simplicity, reduced risk of yield loss from nitrogen unavailability and improved environmental sustainability have created interest in the performance of both products.
2020 Nitrogen Biological Evaluations
Golden Harvest® Agronomy in Action research trials were established at 8 locations in 2020 to better understand potential value of these biological products’ ability to provide nitrogen and enhance yield. 2 of 8 locations were lost to the late season derecho wind events, so results focus on the 6 remaining sites (Figure 1). A uniform rate of nitrogen was determined for each location based on local grower application rates, and nitrogen was applied uniformly prior to planting (Table 1).
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rQ/JKnrTB8+Tl1Xvuwl/8FAI4yKP63rA0G6/uklpOdHSdzTpT4oDwP7i7JhzYy//H96o7LBOIdzFYjyGV8fkL8F5YXyyHnH64iOjswtA4z54d5Bw3Hnrw9ErDSE6QHKHp/GYZCzNDhuukqdcWKgefVCug9+5zzOO8pJT8o/eXTAPxl2xANRsKAy6JENN3pA53mabbBxx5M3GWQdQNwpD+HQIwW4vpAw1GDFSJPxqodT3xFQ3oLhz9PENYwUULmS8DioPZGSckJBRMQxooCA0QwjBdQmNl9IFGjDCWO9pnYYjLt3226pLUMoOFGw3fhdDzmeeOin+Sd+fVAWBfWneCcK4vLFcPJ58e1D74dQ+xZB54N3R6SLhXSP4epEQTRojtCBKzdHk7Ggv+KRO/TcOPg4nXUg/4VO/RpI8k7UykL1EHYPzK/jVNdBV51NWDcq/XCvVb6cAaB81/Yt0GX14TJ/TcLGtTHv7klGD3Sd+HBOrKRhnD8fRteRDn8oSBeGWEYKBIo7GRnIz3vCooDCtY0UODHgzyEgkBbnqZwYPwFTRnarWfK3LWtnHymAoaebpvtb/i4A+abOuDRSUPxeoCsefq3ACfKowIoMa3GkoBDP6LSNFJCoSyqWr5N78Eu/k5ECauQLEhMrLx5YMGRx8LcD44kCGGLcP2d0jx8piHF5KL9x9MDHD1FA+dWjCgwLjcJIgRh0uHC66qmf2gKuJa8OkjQdIVwp3SN4hyMF6p1t0ViIP3h1Bi4YER2ns0LOnT035OdSSfJOZOcwsFxvUiC+LuXL66BeZ6cfKZDfmWElZS9P6mHteR62z+4bPUXX/FHmw4ZJwQ1h4qsRd23L79NDnDpPoez1MK7dZfnAiW9jSb0OBemyQfTnAqU5hijg/MLg05OUy2L+TQHSdoadn14wZI60vHsNyq8zfBSzN4Z9RAGHo3yc55sC6vAX3hj7SwwMM8ryBn/04OHvefimIBhzoSMe//rFPQXKO+oJvynohO64vPenPoIy4Iy0dofbckPGfUvnmSjAbzJoLCa0v9o3Bf4ataeiKJDXC/T/ZJAwgGGlcO7/4pzrbgUBQP/Hk+8HDvimAAdGCR6D24fqw4d5tRn6TcEHCqfS/bKKabhRCP3qAMLjY32DIwgFaj9fNmgTWbpHcPGiQG4EjvgeXHe+8k2B69SdGzrkghFINrnhQOTufrd9U1Dr1K+BJO9E8VyVh8/p6UTqQUYBvHswXqHOlBHE09E11Y2g64TKdVX3F/dhUlFAQLw0zj5A2hQp/6Z6w5CCds+QUQK+QsaQXykgvj49GZV1yOwDHr5vCtMLGPEeX/lTh997KH8g+OYgiguMFOAe+i/cp0jwvVMzzkTJ7WBguPvMPhib8eO/YFFgTAp14IlIuEkKT/f+inHjkMFI1ikoMaEo4M4+jBR4oQMxVRuFMHoxtSiovSZQoC017XlwLG3pHsggUSCdpx122GGHHXbYcfnH33//7S14PwaLAuM03GJdW/s6bx3gK2vqEPzZabnVtMfg2vN/KPf399U//wz7CNHoxkTBhWKi4DYxUXB6TBRcJyYKpsFEwYViouA2MVFwekwUXCcmCqbBRMGFYqLgNjFRcHpMFFwnJgqmYVpRgGlTFAbh5JBphSmY7lf/Eh7TBIveR2K3Pe5rc7egTSwbT2crlPmQaW4Il7JXa+an8YZFfdTUwejWnK+wRoEH5YnTPsVf+R7o+J2fLH88pbHkBsru+H06ym1O48rY3QbHbKdD6gD3S75Ox71sMgv6vrZxjHEJ6xXQ0Xs9AEV72tRe1Jf4slohL1JEXZcrf760cDlMifGMqkwdTONKpxdGwoqHlL/lAXUmDMv/X9XDy7+r2e+/VHe/f66W379xuvuvyu2rcwv8+E+1IPfN1w352fSbRgoQ7vm3ikruHcbl/KIAaw64tQxQQrdcsW9vd27Z4rjGQVzG+NKZXhQEQwBgDPp3oNOKAszBPkIUNJUN6yMkxhbGZ3g50rp2RjS14T5eLLwk+cA0Q/zG3+DZGz/kN4kguxc8RdGLNolH3Gv1VLiPSZo4pfxiEaHcDaclv3Q6uH1NSrdoEM4iCqgOeWW7cOoWAqoBf3xf8wUN6hxsHJO8UL0VDGMXrWljkR/E7y/z4ke+bSVuelGfUhh9XTGKKEB63Plnay+w+8xNKdRJJPkri4m+lPK/e/lUzZ5/rRlkNv7PZNjhLsb++2/u7w+qn+/b+NuHOVgUUFz3L39WU5nts4oCLBzECyTJHgZYL8CvbOi9yOJCvHKh/n3hnF4U+Lng/PRChsXNlY8dcHwCXfGqeekTqLhpf+jwduRHOnBvLDlR+u3T1/7RmYRz/ZvjoufbJG8N8JN3wRjUjK8v60CrgbwEMiOqSeMuGTLv1iYK5D5ROqH8XXFS2DDyUMgb4sidS25A3JMyHwmXQd3D/P4n5eLyq/JQXWyDf7Q5+R1HumJ8sU2OAeLsA9cZDKPPF8pU626y+9rFKMYR9Tq2KMjACAGWE07LX96ESGhbCfD4cpNBeICBx9oCanEhrGOAFQsf3VK5zUmcTxSsf/9UrV60sf+zWv+X3L43iYLP1fzlc3WHUYUQvx59cO6v5I48rBHPD4rzmfLjr89fXDjk5T64/UFuwzifKFD3Oywc9FStSRTI/gVYpfDVr27pdEA6qnDJTC8K5D9tOFxHjE4tGhPfQSfGD274j58bKOqA8XQc/Lm40Km7vp46QP0bYRODKMaQ4vIdZiku7dYM8qPKhjBJWp6enbIG8QWS8FokkZGSsjK45g0dIYYr1IEPEw4O6OveBWC/bHAa4mRQZxKGSP0TWZ0yJTeg3JGnsUjaV9P9lzLguhePtetZvrmsyQgI/J1eFGBkAHmQDqZ2D5AvNjT42a/9HWsc5RWCbKc8hN5p+yfsR6SlhACMfuOSydmoQc7xokDQokAZekq/SRTIK4TaSMIAdP7jawB1kMGNplMZ8Gcy8M9kkOnvXRjm7xYFbhTB+ZvjVcMPN9Kw+v5NGXZcd0IjKRZGDxriStLswflfHyhRwCMHq7DzIe+/sKD/k7KngfaL0wtmelEQOlsHDBU6L3RisaNyHfA269gwLIsNb3I3t+5+auB4KWPyiOWOZQhfD+uykQj+oyhwa9qnceHo04nmoGySD029w+4GeQg0GFSuQzJgeT3mPtlfki9XdoRK66VUfhdneFouFUQZHRYimZ+SG8jdEf9YcJnVPUzLWRAFKh+u3bjraJMxXDx0cc7x+gDlSao0M/y4Ht6n+6PrFcJYxpGf5AcKgz5pswH1QqAmAtjw7mtp6jBNTCEK8B1B+N5B6r/F8Dd9d9CHUv6bRgpSvDEeNFIQXx9wGl5w7EiMLESEYCQCQiEIjb+qp6/bak3iI3y38EK/6TpGFA7lokSBdwn41wthx0MbKfAMFAXpU5l7YmsaKdAdoMP5d0vV0m8ygtgEB77StNSTIPJWeIpK/TeAvJbKhg160t46Gp8BpHWNPOdCxbnxU6vkQ/JUMBA1sZLUtUfC6bLp30IhftlcKI2y5AbK7oPbVwv6Hjbe/x6igLf5VWVlUCfBv8TnT4+kdx1QHvjp15+6e+BPckplKHCwcaT4tUEeXxRQHS/avxmojxT4MD0+4JtCFCSURgoyt5OJAn5Sd4Z9T7/ZyPsn/X7fFPxSLVkwqJEC743xryQw+iDXnjgvSOcbp1kfKfirenj+VC3yuDq4tJECvdwwb5lMfS5267RvCjTobCkMwoXD91xpRx07aH56ZL90nTtbZ0CcW/mbAhyIFnFK/Lge4k/y4YTGaoc06ZxuWnx/7I7a03duFD2cng6HMIUyN3bWLSBcTqnMqXs0TolfVzmZWMnqCCjjUYpTo+NHmCS9lqPJL9zxdyyS9tV4/3uIAj5P8wqvun5cO3VhjwVx9gVllNEANwrQ0FanFgWEnn3Q9X6/RFva/LQvcfsDT93YkVCexvkpnMq/po53T9E0hSmlcDpR4PLndr7zeZTRhOXwOhOG5T+ffeCM/56e5N2TPrm1zj4ofVNAAiH5ZmBTrUgUbEVYfEf4T+HanP5iJOItpBm/MxjCpY0U6NkHMkIQ3Wz2wWg0iYfT0SwKpuQcdX1ubrHMOeesg/GM43BuNe0xuPb8H8r5RcH7ZLAosMMOO+ywww47ruP42zZEeh/cYl1b+7KRgnNgIwXXiY0UTIOJggvFRMFtYqLg9JgouE5MFEyDiYILxUTBbWKi4PSYKLhOTBRMg4mCC8VEwW1iouD0mCi4TkwUTIOJggvFRMFtYqLg9JgouE5MFEzDRYiCfL5/Np1+ElpXoeN57enUR8xL54WJVD6nzC/iTdHrNZTSTadr6rn17G+3SsLyQRfSOfiuTvQc/KY6qofL8sfTOPu6OXB+OH2mqx42pdXtpnma6bBD6oCXOpZ6xD1IFixEPcfr426IRHEvVNp0D/UOhFhIqLSaYlvMwwybSz+k4XdAjGsTzKtN05aIBcYzqukeBnodgtIuiMmqh5OvU0D/y9YL19VTepQh6v3JmfLg3OYVVZpzE/YPdI2ub1b0l46+C+8g3GIL6+IdpuH8osB2SeTCjg4McLIOADqzFoM9Ep2iAAsYKasbREGS1+lI69oZ0roI8GUIBt8bLZwHzyVjJmELdY2wUkb9O6EhXF5fWG2xj5s/naR9HQ3V1YnuOehfB+3/T3hhI6pY6YQgILDiXxu9jSPd6/5xUz7XVH8d0Q4yzNlqhjC+srInawFc50WC3PUuRhEFSJM7f79LYpLHwoZHpTIkKzL2p1f+2fh7w87GfkbGfkN/yd0pKvpNwkBX2qGiAHGtITp6+j+Qs4oCv4yx7ZI4lSgQ41ZAP5F27YaYrExI/+F44SPqOMVYxrg6drbzK9whPP1h2HidSxRkBjeFOl2qF/6bb1zE5KIA/sQQo96ojvI6CxWThxXq4XJ03QldbkmZBxPzymXw9x17F8Q2oMvj6iFvD7q9oVzhnIyOhM39UIKcRqiPI9oIwvejfg90d5PeR+R51jlacKhxlCWGS+zo6XTbpQiIYwwzL6uMugijEQUj3MLxooAMQmmXxEA9Pxgl4GVwKW2+fydb0ZAQUbBc0l8x9tSOycjRY6/zAxJRQIJhSQdMxZzEBKdH7UuPPog7PR1zPPunqlpQnLiGY+mvh9EJuB0uHs4nCtT9Disa2i6JI4PO2nduOMRKZMZQOnt2omvJb/oPFp/s0eHTNeroy3EhvW5R4PxFQ1B+fSBGZlwQdwDlC5nVxiw+ZTv3NC9ivFLjoM5RJyr/Sf0y9TiZQrgYhkjq2tPDLSnzYOK9Qn4kXv0795OKH2oPfiMth2tDYY8MCZvlObSLIAQkHJ8MpncdUD5myI/vYWr3gPMRh/jxJK3bQYmDjCPyQQkXQ2VPw20cbJh9Gm9cfulwqexF41zmeFEg1EWBvELIN0Nid73LI0TClCMFArVnCuAM+IaM80IMPLl3iQI3DOP84VXDm7/+qMUmrq/rowr0pMxxSFyvuE6iQdLsmX3N+V8fKFHAIwe2S+JkiOHiDt13anK07YaY+qcbQu7SEeadZufrA/HsjUC9858WlCGQGSIhLVODASfgL9RnIZ4A0kEdh4pxhrB1h0RA4SQMC5HMX1+3pMyDKRt8/Vv74fupkm9qQ7koyHfypIChTQqtbauDg+tA3YMSaT2UGWocMfrAhs2f5/QdJQCHGGZtWNNNmE49UiDURYGQb3hUEwEkbkbZEEmewsPTvEJGCOZLd41fGfQdKRB/BEYCqN458/qpH/G+bUloyPcE1N4eKA0yjnyd/j/xaEMpbwdwUaLAuwT86wXbJfEQYIgyQxs67GJH557E8t0QsQVy9Ov8aFHA6YSO211v7CO1KCDYgFHZz/1NQVoXzi1mE+deFGT1xgaBylsz6gV/xV0X+aqiFK73LoklN8dx7WuYKKi7Z+2F81kXBY0jBYnbCURB8R74E0DX4xM85Z2ezsjmtNLfOFLd+F0LmyHDTMahpyYYaJhj+iEERgzoPp3tmwJGiYLMyOeigPOI+6OuTzpSEASBMshi9Ht9UyCCgRqZjBToJEP8FIdcg3hgoUDnEn8yUkDtd0F+yHAeUvBLGymwXRJHBB0a4pZDd3ZikOVAx8f+fQ+I6+wfhjz48x08NdByXO5a7PAzMlGA/wh4vVF+fZAb63FAvDmluojAiHlRQCR+STTBEOuwfFDZ9XcYUg5dT01F0/EjXJ63IYeki9+H4402/dIGv278pY6cOHF58N8UYOQp5Mu1obibJsXjw6Z1Sy41EXkCUUDgSV3yUdolUV9vN+COvsYR8dZnF2xd2hKc6mRBddIjOmaIYeYRgjx9MkQxX+eafZCOFMirA84jfzPghJLskgghINfz1wtD6JV/GGh5opcDRn4LY03GnOqsffYBXa99U0BtPvlmgAQARIHU/ZMXCnINv5M04X74qMGljRTYLonvgrQTvSTeX113c8oyN4uF83LO+z6ecRzOraY9Btee/0M5vyh4nwwWBXbYYYcddthhx3Ucf9suie+DW6xra182UnAObKTgOrGRgmkwUXChmCi4TUwUnB4TBdeJiYJpMFFwoZgouE1MFJweEwXXiYmCaTBRcKGYKLhNTBScHhMF14mJgmmYXhQkUwXj9LOjv/hujLc/bqObA0H62cwFnqq2cksFS75wpFMH+4FwKXoKXSnetD71tDn2h/n1KiwfdCGdSuim0kW3flMSnb8sf1w3fd0cOD+cPu3psDZ3qRsioZ2FqXl0L3OzMNWURKCn/21bpv+liwo10y/t0qJEzQsV6amLq8KGRMJ4RjXNSzIlkeoJ0yRLqdTWMBjIsPz/Ve1e/l3Nfv+luvv9c7X87vK0e/nk3Zz75ofK64//VAu4fd2Qn43b26EPCPf8W9V99w/j/KIgLkiEdQnu6T7I/zccmJb4uKpvkjRNbYzHxKIAHak2LM4gOGN2TCfbFm9fKI5jpiNmogBGktOviQXkrdm4NpHWdal8qg6Cwff1mSywU6pnCVvIG8JK/vXvhIZwKoNcH1gIqY+bPx3evk7Bke1kIL3rgOpbLy8MI50Y/uQ6lYGNFZ800tu4IG6qE9YC+ncOFuihrqVrh0TQmbaPC208GKWSm4BrKD87NwsHMIooqOUFaxZgg5xmMcJwuNno6xSwkX/+tW6Qv3sDD6P/fVvds5H/Vm2fP1WLr9/KeT1UFCD+lz+rqcz2WUWBX7EwboikoXu/fqD/E29VbZOkK2BSUZDOBc+Jxip56qT/yNpQsJENJ462eHVcwQ8baiw+469RJxYW7fHp6TAcP/kPRraEMv61/CaC5TCQl0BmcFPIQNuGSETMq75/73VDJK43CCyVj+aOh8o9oijA0z/aiPPZEDfVyQIL9VDbXQS/zbSnrdr4AmnBX8mtialFARmB2oZIlCaJgtAmShse7R9cHT2ijk4kChT7rxgxgJH/s1r/N44UzF/+SEMlouAzXf/sRhRC/H9VD2H0wbm/kjvysMZIxA+Kn0RHjN+FQ/r3we0PchvG+USBut+FZY6f1h+9EKhvkvTPUe3sNEwuCnIjEPEdNDrU4AkdNXXOamOaLkOSkBnP4E8Z8JCGrGZYCMNGpJiAwscp4iL1jrL5zgBHV1wFkrqmPEZDjfzHuGPUcKf69GdAjFcM69zCOcoejGQse1ucTCFcUsSsTpkebkmZB+PbE/1CfiRe/Tv3k4qftN25sqt2ImGzPKM+z7EhEr8aoHxIF1O7Bx55hdC1QyIYIgriqASVl42yP2WUEaYn4eNFgSBpaX8lt4i8QuAnce+Wc7woEJQo4BGAOIJRX8Y4r6NxRIEz9N44y0EGNzed4m+O0YHvv8XRAxjw3z9VK/9agclEgXu14IQEh//hwq++f1OGHdfdqEJSLB6dKMeVpNmD878+KIgCjCCsH53x59GEdJOk9U42SLpcJhUF6PS1QWKok92xU9aJU9zuQIeKjhXXop+Ehni39LQX41EGMREeCB47e+yZkIcJ4dpAnOTPRSv5LZMY4p4gD4GSQSVSQ9CcBzGAXM8lyyEgnaTsrv5tQ6QoCi5lQyTks5aPlkTTeigzRBQgLueT6iUbKcD18K2DP7peIUwlCoS2bxsmEQU5meHXSxyHOjrwFUIp/31GCmDsawIAT/35q4SG1wechhccOxIZCxEhz+QHQiF8T/BX9fR1W62fP3vB8rlavtBvuo4RhUO5RFEQRwkKZPsjXCrTigLuSHUHCcMlRid2srGzwvXYOTdv99oQL4Ut+m8RBRgpyMP06UA5zvB0CGJ8+fBxboD6kNa1rjfBucV4ce4MXm4guDxUNzWjXvBnGyKJG/Kp2omERZ2ozPO9xUhB4qbb5jB61wHlQ39T4O6BPwGFe6TPS/Q2jkib6qTzmwJwrpECMcL+9OSioCACGjc8GnGkQGgSBXt6UmfDTk/oztiTKHhxxr7fSMEv/uNENVLgvTFeaMxJAMi1J84L0vzG6ddHCgpCpAeXJwrwuoD+L4jVz0SAjRQI/okaYXHUOujkuuuYXefmOurGfqwhXn4CVe4cV5MogB/q0PSmQDhScSFGIaMmCggYDHLLRx+6OuMSCJdTLFsARswZPJD4tQ2R+Lf24+pL8nCdGyKhbPJE3rUhEvLZ1RcNMY712QeU9oLSzoOfVBTgPX7MQ7Jxkt9iucQkooDQsw/cKIDLn2yIFJhAFDSj3/9/rpbeEMcZCf6VgvPsSERB6ZsCEgjJNwObakWiYMsGn+CPGz+Fa3P6C9Hx9nUbRhfkO4MhXJwo2D9UH9e75LuB0iZJl870ouBQSkb3LKQd7ak4aV1fCKcsc7NYOC/nvO/jGcfh3GraY3Dt+T+U84uC98lgUWCHHXbYYYcddlzH8bdtiPQ+uMW6tvZlIwXnwEYKrhMbKZgGEwUXiomC28REwekxUXCdmCiYBhMFF4qJgtvERMHpMVFwnZgomAYTBReKiYLbxETB6TFRcJ2YKJiGixAF+BIcccuRTrUbSMNURf2F+fCNkApfp3M6032xjryn6Cl0aT2VphDqaXPsL6sXPrKK1l/kl+LUpFMQ4SfLH8/YKLmBsjt+n47uGQeujN3TC4+ZgpgzpA6SKYc8NdBfYFDH6jrVcdeahkOMS5ySSO3rsR4mWcCoZTqgMMywUdkWarrhfMPrJPTdAClnPKOqVilUNG141HfDpC6G5h9rBcSpgG5JY17XwLvZhkhdYCrifbx3HzbV6z/Y5yB3+0n3WKYkXsdmSOD8oqA29RCd2aGdLDp6HdYZn9T2kZ8kvT7UDQgMRvPiSseT1nVDOVDWbWGxIfwNnn3eUc9JBFk9IwylyeWReMS9Vl+Fe5SkiVNXPzU3nJb80ukk7etg6ve8ifOIgo7/J1THrRsmFehtXJK4qZ6yFQ3Dde8G44e022IeZNh2erMjH79va86tbJybGEUUIE/c+WebM7F7acMjrGnQY8OkHpTy37iiIRt4vziRGPsftiHSIPRSxnx6X61XS2qTBTfqOyEOOMzC/75wLkMUNDyNuSc1f9B/eJCMKmTGKp17nuM6+bBkLx0+SpeHcFIiNxB0zmn3NxxDQf4CmRHVdM+3925tokCEGaWDuHrFSWHDyEMhb4gjdy65AXFPynwkXAbKo+zRUG9LqlxcflUeqou4qFPaZqReYnx+4aOmZjcQxNmP+j1o626a6l5zmHGkfBSWOWYjHfI29khBCqeXiI5TiwIy8LUNkeDctuERFjLq2DCpJ4NEAa8omBt2tzphXHzINkQaQmmlQrgtFvT/k8Sg0wFxm+Wkbi+Q84sCBh20/8+BA71XYsS8AcOKc0oIcMeveuP2jk+MADpTikPF391hSliH9t+nsz2EpK69sXagLmJdwZjF9HEt5lMMF4dFeX2YcHBAVTYlCpriZCBSGuqDKYmYkhtQ7sjTWCBPIb1SW+IVLX0ZWBRIu8quZ/nmsiYjIPB3BlFA+Zohf76HaW2H8EsXuzqjocZRXiHk+xqwuxICdaNd52DDXBg14Dy1bICUc7woELQoUMKktGIhjyC0bZjUH53/rg2R3HUy7M/RGNuGSEeQjRow3u2V2n0UC3jloJdEvlwuRBSkwJiJcQoGzA+VaxFQgzq/2nXq3NMNmOgvGwAxdso4NKL94LcyrDiUUBkLxBvIDJOA+qktyVwoC/vDqw5tyHye0zqORx5n66ZIqt5ZiGR+Sm4gd0f8Y8FlVm2h1pZyUaDyEZfBdntzxHDx0MU51zcFCaW2T/B3B5TZPh3RocYRRh9pS8iaCGCj2L7U8SFpswBoGIVAHtgQ+/M2phAFgzc8KgmHnpTy3zlSQMYYxt42RDocXsJ4lW6HrN14tIDuqY0UDAUGLzOqLAoSY+ef3rKRAg6bGBt05LqDRjgxcGIE6K8yiP2+C1AGpGCgkd/M6WjSutblEJwbP7VKnUhdZgaiLgqIQjngxuEkHu9WEz2F+PtviATK7mO2Ly0K9G+Xdn9RgJECXVYGdRL8S3z+9Eh610HxHvgTBvnq/o5A09s4UtrayOeiANf10/v4IwVUtkX2nUImPM4tChIaRgq021gjBUL7NwWZKLANkQaCp/77avWoXxkU3PR3BPZNwTDQoSFuObizS4a7Ybxdp5f69Z26JgmnDakSBbjGhg6/dYdO57kBZCRsgwGAkSiGOxzkPYefrFXZxAhE95i3xK+ruFQUECy+dGGUoSnFqdHxI0ySXsvR5Bfu+DsWiRAotiW5p/66qptEFPB5mld41fUDAVuqo0NAnH3hUQCfp3xDJH0t9dPMEOMorw44bjytI23q9GQzIhhlud61bTIYlLZ/RZCUjZ7Ca3nq2f+eThTgO4K4IRKXw48mtI4idDA0//tkIyKZfWAbIvVFb3LUdmADpMeVzT64LmAMEmMeO9Vz8+7quge3WOacc9bBeMZxOLea9hhce/4P5VI+NHxv3KwocCMO4z3hjY2JgtvERMHpMVFwnZgomIbBosAOO+ywww477LiO42/bJfF9cIt1be3LRgrOgY0UXCc2UjANJgouFBMFt4mJgtNjouA6MVEwDSYKLhQTBbeJiYLTY6LgOjFRMA0mCi4UEwW3iYmC02Oi4DoxUTANlykKeq014OeYFxi+C2IJlUZt6uL01OsaaySkH5Ckyw6kdaLn1rM/rKWgwvJBF9I5+G42hp6D3zQ7ox4uyx/XV183B85PR3sbAq6M3TNUzrWiYboWAeVBLUOA2TW1ufyjrVNA93CR7cCYBYtrCSBf3XG2p+3SC+Wp7YrodhjM4bUSqGvjMC3rFoxnVNM9F+I6BG07IA7bp6HEsPxTQ6W6rKg+OEPre9f9Ux1RxVbJjdw/0LVFVW1W9JeOvgvvINxiC+viHabh/KIgXaUwrl8Q1yQouV06FygK0FnrTtYZEWcAuzty9jOKAVdpnV0U6DoQVD0Fg+/zi/PguVRnEhbx6rom9EJM+ndCQziVQRjUdI+AFjd/epr21ZdSvZU5jygo3INGyO+qu/32Ni50r/VeChAnycqJuC5CYbeOv1toTRtxID1/GcZWVvJsTKMUpmHFwFFEAdLjzt/vZ4BzWahI/9ZwGIirZbZB0TAG5f+BjDy6+yVEAbUICIQNicVS8ENFAZWrWiP+w8vUh7OKAqxQeO/u3ReIgtLqhY8rW9FwDJKV6GpIR+3/srEm/2wQ6aCOIexuRx1C8jQLy1Pw39xRKqNwblGQGdwU6vC3uAYjUTJiuXGDPyWydH2QY1r/eVihHi4H8eTOXW5JmY+Ey0F5FKFUawu6bG3tiPxc+y6JfUXLocZRljEOUH3y7oBwguFD3jqiHZI2L2GMsoeVEutP2/CzhnAI9TPlSMG+vkui7JCI38U6KIQ5kN755yd4Mu4k4txIAbV+MmxUQe5goeD9gkQUzOk6HTAV8403+NSo1l5kILy4Y/ThkYz1/smJjhC/vy7CJKTZI+8FzicK1L2TTY6orj7ifosA8Bsi2d4HI1AyHBHpyP3fxFjLkxM6S3IrPbluS/75pEBuNM4rCqKhdkZdOrtYxLooEMOlRRbcwjnqSMpIiCFti5MphEvuWUnE9HAbs30hTyFu3L+QjmonxfubXc/yyGVNRjvgr5/R7UPvOqB89dolEf7oQp+O6CDj2BQ/PwVT+6N67RolAL3T9gb2jcsrHSzdMzJ22rDy0L0SAiwSphwpYDIDz3VAT5P8uqMp/lOJAmqgCzLGj+QPRhui4HFLgckNN4jaO0XkjLmQiwKn8pyQwOjCm7/+qF9L4fq6PqpAhpLjkLhecZ1EA+JCmpn3Ppz/9YESBTiFGMDowYcNjwikWypnfi+YixMF6GS0EWOowdZ2OsTfpLNH0CgKdgVDlW8K1P4EJWkRFyAKagaVSA1BgwEn4A91mhjKEkgnERGuDlp3SATqnrEQyfz1dRuzfUmZBS47ysBHQRSovIR2RNevf5fE/nkbahzx2oANrz8X+F0+VRBHRXW76PHOvE/a2tDzaEHXSIEWAWSgo/+UKUQB75IoogSjBpS/8iuCkUWBPIWHp3kP3CEE4CSiIEmSGkn+KiERBXSIodfh9VP/fElCgYQGPTH7gtN1EgMLEgG4Tv/veLQhz9uBXJIogAC4pzrhHRMxanC/qjabuY0UjAM6Y92RwdiJoZKO3P9tEQWNIwU1//6khqRFnFsUJHUgOLdYHCUKMgPBBpKefmtGveCvuOsiX1WUwvXeJbHk5hizfWlRoH+79H076SEKrneXROD/L/izLvobRyozGZDklYGiy2CXaE87phd84CmcyhZeUchvwY8oSJSnHimAKOA64Gjb6mBkUVCEWoAexk8OGHIKS+2dImoZKZBr5E9GCnSS7Jfc6f9CuAbxwEKBzul+1EcKkC/ys3lN4+rJpYmCmgD4Yt8UjAc6aUoL6eGInZ905P5vY2dO4aiTiO+F6YC/NhHh3SKSFpHlJ8Q3IUgjh5+uVR7SLMA4+fwSid8V1QUZYh2Wj6yOpJ5j2GZjp+NHuDxvQw5JF7/HIhECyf2D8IEBze5vsR2566V613UEwdVUT0NBnH3ZqdkH+S6JTFauLvoaR6Rbn9mwdWlzcGfE5drqsfvpqC1tHiFQaXF6ZHhiPmT2ARlf6niTnRqpaxP/TXmYQhS43zHfS64Dl7/0VcIpREGGftLX3wQUDb2IAv+UD7/hSZ/alhYbSxIAEAWizp68UJBr+A1hsYVAEPfDRw0u6/UBft9Tsfz9/uJeG9jsg6ukSRScl/dZ1+3cYplzzlkH4xnH4dxq2mNw7fk/lPOLgvfJYFFghx122GGHHXZcx/G3bYj0PrjFurb2ZSMF58BGCq4TGymYBhMFF4qJgtvERMHpMVFwnZgomAYTBReKiYLbxETB6TFRcJ2YKJgGEwUXiomC28REwekxUXCdmCiYhgsUBZhapz+UiNPsTk82be2EsxTqdZ3XS5ySWJpCqKfRsb8e0yr1NL5SnJp0mh78ZPnjuiq5gbI7fp8OdW8bcGXsnm7Yvt7FMIbUAe5XmKpH9zI3C3rKYtOaAprDjQvdTzUFEfczWTOgB/3STuf766mKzdMeu9dJGM+oxrR48SLqVkOd0MHTIn0yXdeHMDT/++/bavH7L9UdHfOXP7je9l//Xc3Y7XO1/Potrcsf/yH/n6vN1w352fTfpwHhnn+rmieDHsf5REE6/VBWMNyF6YdxSqLjehYuAhcmCtBRR2PHYKGYswmDSxEFzoimNhx5I2O0LSw2lCyu48tQm7OOOJUx43rGfHNykHjEvVbuLCxI0sQp5TdZDti74bTkl06nb19D6BYNwllEAdWhXl4YAiAx/Ml1KgsbKz5p5GDj2JCXITF1po3FiLjDVRsOIU0O0mD48zANjCIKWtMiI7Km/0ONaXRdb6eU/93Lp2r2/GvdILOB/1StvtP9EWP//Tf39we5sWDwv32Qg0UBxXX/8mc1ldk+myjwexvw6oV8el+tV0tqj+KmRIAsfSwbJ3GIy+ayRAF1LmHBGQWeiNhgkSESgaCfVF0Y/fQZN6nR/oIhYgNPT8Xi3mjsL0QUZEZUkyzSo/Mb6CEKpGy+/nvFqeuvkDfEkTuX3IC4J2U+Ei5DQ3tx+c3vbdoeLn1DJK6zZMOf+khBhMo6pSjIwKJB44oCaquy6Ve2x4GjJAp0mPbFgY4vNxn1ls2NdusFbx/dlELX9S4GiQIY6tywJ25/Vuv/etHgrmai4HM1f/nMowx3If6/qocXGWlw7q/kjjysWXxQnM+UH399/uLCYXTiPrj9QW7DuJTXB+keB0BEwVu1zTdO8j4umYsSBU1Gg42i7/jCufIoBiA1ZNRR4yla+ZMnUmcExMAr41gjNxznEwWxbMivGCQnlGIRcc3nlxDDxWGRfx8mHBxQlVGJgqY4Gb4f0a1237L7w5TcgHJHnsYCeQrpoewhbbnfTfc2u57lm8t6ARsi8asByoN0MrV74JFXCG7Fw3ZGEQVUX3p54b70S5vuTWnjI5SvccVChJlaFAgFUZCMaBTout4Dnf/4GkAdZHDFdLrrZNiflTGGWxjm7xYFbhTB+ZvjVcMPN9Kw+v5NGXZcd0IjKRoLkHJcSZo9uAhRUBg1wCuED5tXv+QxMFFwONShROMX4Q6eOzbfbfvz/NCdIoZ03XK23gFI/ImRcH7LnfrliAJtmATUQ10MRWMtsL9kMyjy58vSVJd5nK2bIqn7xkIk81NyA7k74h8LLrO6qWk5C6JA5UMvc3ypGyKhPEmVNvzfEfL6KHGscYQAKW2Q1IdDRYGQ7regOa8omHqUAJTy3zlSQMYYxn6NVwkv+rVAlyiIowychhccOxIW8p3C3TPiJ6EQhMZf1dPXbbV+/kzh4edztXyh33QdIwqHcm5RwAJg9SUIAk26F4KJgiNAR5x2uOjs8FSKzjl0aoUOMO30EA911G0jBYn7hYsCdGxzbaiBcytuYJTVD9dNIgoI+E0qmpBwEo93q71eKcTff0MkUHYfs33p9pC2DaTdXxRc8oZI+j2+uwf+BBTuUa0cGYcbR6qDRfMGSX0YLAroCXtB5Ynlv0RRsCvsdaDput6PQaKADXwmCr7+Ws3lqZ1EAwsAfoL3JKLgl2rJgkGNFHhvjI9zTgJArj1xXpDmN/7IsT5S8Ff18PypWuRxdXDuDw1Xj+qVwdO6+hhEAPkwUTAm6GT1U5nruPNOTYbG5RCjJGE6vykoGYGa0c8Mh8STxzcBiD+nXubcPRqnWrmzMgP4SQyFMiSlODU6foRJ0ms5mvzCHX/HImkvyb2TEaSeooDP07zCq64fjNaU6ugQEGdfUEb5+r60IZK8OuCDMt3VIR1qHHmEQNLxB/IzJKbBooBINkrCCMVPZ2RlQyTHGUXB/qFarPWrgUwE1K4fxtD87+mpvT77QNw+d8w+KH1TQAIh+WZgU61IFGxFWHxH+E/h2pz+YiTiLclHQcB0cC5REDc5igdeFzyulPtSjyCYKDgLqWhQHX5v0g713FxyXU/FLZY555x1MJ5xHM6tpj0G157/Q7mUDw3fG4NFgR122GGHHXbYcR3H31NuiGQYhmEYxvvFRIFhGIZhGIyJAsMwDMMwGBMFhmEYhmEwJgoMwzAMw2BMFBiGYRiGwZgoMAzDMAyDMVFgGIZhGAZjosAwDMMwDMZEgWEYhmEYjIkCwzAMwzAYEwWGYRiGYTAmCgzDMAzDYEwUGIZhGIbBmCgwDMMwDIMxUWAYhmEYBmOiwDAMwzAMxkSBYRiGYRiMiQLDMAzDMBgTBYZhGIZhMMNEwX5bze/uqrvaMa+2e++nBMLNt1XNS5N7K7tqdbeif3swNL998lPyc1A5+kBllXgnS6Mv+2o7v6tWvSr+vaLuh9D7vrj6Q/ubvg4vqd0YhnFNHDxSsN/Oq3mrElA0dUyDOywIAnSsPUWBYlB+2yjleaqO96I6dBMFR92PU97Li2o3hmFcE6OLAriHJ3KxINxJrejppeSuOq/dqh42AKMEMTBgpEBRzG+SL4ozy09zWbIOtyVcMU2JU5WjnlZ8srxD3CqNYvy4vqKyJHGkNJanJVwI4+spucx5ivd1vt2FPOtyD0236B+E9rGqtuQnXCq1m555awxby1t2P5xPn44/byyTiFkcLu/ud3b/am2xKf9vLgyBupr5uJDeT87nzJ1Tvt5U/rTfEEchzz/dFcMwbpBxRYHqgFxH6I0e3KnDcX2keuLU/pOw6KubnkpHFgX6VUJjfrKyqHwyebiQP4TTryrSczZ+KGSftOR3U/w1d/ntaUujKZy+xr8LoiBJX/3O843fOn72X0i3yT//lrrD70IbIkK74fiH5C0P25U3Tx5fKRwQfzU/hTwCfY7fM/oNOy7xiJ+QH4prRvHCopf8cBz+OvtV8SXu8tswjFtk/NcH6GTkqSPp8KQjVGGlw4KjfmLzRzF+7khjXH3pFjFE6TzkR5VF+wF5OZTlTMRNKazQlZb8boo/iRvCy8eh6UojC5fXWU2olfKX/wYD0+32r/LS1G60/6bffcLSvyFvWR6Yprh1OD7113rdP6Ip3pI/+u/r8k/pNQkHSndGCYm9361mlC6dJfE1tBvDMG6GcUUBd7JisPOnoB6iILE4TZxIFLSVRYcBLeXoJQr6pCW/m+JP4i507r3Kk4YbRRQMTbeXf5WXrD4CffPWFZb+DXnL8sA0xa3D8am/lqV5lCiguGaoq9LTf+4ffikhEwWGYbQxviiQDg+/dYdOTzLuEjqeQkfIfqRDUn5qwFCI0ejPQaKgqSw6DKiVo2DUmOwc8SJcn7Tkd1P82i/9W+vce5WnYMiStLJ7osM2/R6abpP/pO5UXjiP4t7Stpp+d4Vld+8ncfc0xa3D8am/hr+d949oilf/pvoJhh6/EVeTKMDfptcH4pf+rbUbwzBuipFfH7jOmocy/cdLsZONH02FTj/pkAg2ApmfGkhDOlWQn5cZLApay6LCgMwNaUk5asWAX4k3M7i1tMQdcas0ivEneSh17n3KUw8X06L6y4WaDtv0e3C6TXWBS9I+yF2PWpTaTa+8EV1hS3nT4RvjzupSXeu+f0RTvIk/yo+8Ogh1Bavv3clf04eGzh87qvhK7cYwjFviYFFgGOfDjJdhGMYUmCgwrgQ1gkBHfZTKMAzDOBYTBYZhGIZhMCYKDMMwDMNgTBQYhmEYhsGYKDAMwzAMg9Gi4P/ZYYcddthhhx23e5Ao+F/6O7szDMMwDMO4u7u7+z9zQaG/jV806wAAAABJRU5ErkJggg==)
Pivot Bio PROVEN and Envita were separately applied as in-furrow treatments at the time of planting using a specialized research application system (Figures 2 and 3) to avoid plot-to-plot contamination. Comparison plots not receiving any biological additives or additional nitrogen were also planted simultaneously and replicated 4 times per location. Biological products remained sealed in their original container until 48 hours in advance of planting to ensure microbial activity was not impacted.
![]( https://assets.syngentaebiz.com/images/Potential of Biologicals for Nitrogen Management figure 3.png)
Summary and Discussion
Yield environments were significantly different across the 6 trials conducted in the 2020 crop season, ranging from 173 bu/A at Sac City, IA, to 278 bu/A at Seward, NE. Across sites, yields corresponded to differences in plant-available water such as rainfall and irrigation. Overall, lower-than-normal rainfall across locations helped to minimize potential loss of nitrogen. For example, the Sac City, IA, site received roughly 68% of the normal April-August 10-year precipitation average. Nitrogen recommendations estimated by Adapt-N on July 1 for each location showed that most locations had sufficient nitrogen to meet crop demand. Only 2 locations, Seward, NE, and Clinton, IL, had recommendations to apply additional nitrogen to meet current yield goals.
Statistically, no yield response was observed for either microbial product at any location, although Seward and Clinton did have a numerical increase (Graph 1). These are the same 2 locations that Adapt-N called for incremental nitrogen applications. There were 9.9 and 2.5 bu/A responses from Pivot Bio PROVEN and Envita, respectively, at Seward. There were 5.9 and 4.3 bu/A responses from Pivot Bio PROVEN and Envita, respectively, at the Clinton location. There was also a 1.5 bu/A response to Envita at the Oregon, IL, location. Although not statistically significant, equivalent or reduced yields at the remainder of the locations resulted in a net loss for covering the cost of products applied. Retail price of Pivot Bio PROVEN ($20/A) and Envita ($9.95/A) and a corn price of $3.80/bu were used to look at the return on investment for locations with positive yield responses. Pivot Bio PROVEN netted a $2.57/A return in Clinton and a $17.73/A return in Seward. Yield response of Envita was only great enough at the Clinton location to provide a return on investment ($6.31/A).
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)
Conclusion![Text Box](data:image/png;base64,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)
The concept of utilizing microbial products to help plants reduce their need for synthetic nitrogen is very promising as an additional tool to help manage nitrogen. However, it also potentially adds an additional layer of complexity when trying to determine the right rate, placement and timing. There is an inherit risk of yield loss when using microbials to lower synthetic nitrogen application rates if the amount of nitrogen that the microbials provide is not known or consistently observed. There is an additional risk of financial loss if yield increase is not significant enough to offset the cost of applying microbials.
We know from many trials that the yield response to nitrogen does eventually plateau when adequate nitrogen is available (Graph 2). Due to this, there is a point at which there should be no anticipated yield response from microbials until nitrogen rates are reduced or environmental nitrogen loss from leaching, denitrification or runoff occurs.
For more information on nitrogen management, contact your local Golden Harvest Seed Advisor.
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